Deployments Summary Check

Deployment	Summary
"People's SkyNet" (Sharp Eyes Project Phase II) in Longzhou County, Guangxi	Provide the installation of surveillance cameras in villages and towns with more than 30 households in Longzhou County, and build a total of 1950 points. Support at least 30 days playback function, monitoring online rate of 95%, and provide 134 village committees with monitoring services to view the area under their jurisdiction.
"Safe City Phase III" and Sharp Eyes Project Integration Construction Project in Jingzhou, Hubei	From government public bidding documents. A total of 3,500 surveillance points (3,069 new points and 431 renovated points) will be built in this period, and 12 new security checkpoints will be built, including 24 vehicle face capture checkpoint cameras and supporting video image analysis platform and video image information database.
"Sharp Eyes Project" Project in Dalad Banner, Inner Mongolia	This project deploys a total of 2353 front-end cameras, including 832 structured monocular cameras, 100 face cameras, 67 electric police checkpoint cameras, 100 dome cameras, 1211 structured binocular cameras, and 43 ultra-high definition vehicle checkpoints, to establish a complete video image information security protection system. In addition, in the attachments to the bidding documents issued, the original equipment and installation locations in Dalad Banner were disclosed in detail, with the main brands being Uniview and Hikvision, with a total of 685 cameras of different models distributed in 226 locations.
"Sharp Eyes Project" System Phase II Project in Yangzhou, Jiangsu	The construction site of this project is located in Shu Gang Slender West Lake Scenic Spot. There are 24 new video surveillance points with 66 cameras, 170 new face recognition points with 270 cameras, and 50 new vehicle check points, all connected to the public security video network and the municipal video platform.
"Sharp Eyes Project" service project in Hanggin Banner, Inner Mongolia	This project plans to expand the original self-built fiber optic cable, extend the self-built fiber optic cable to each residential district and administrative institution in Xini town, network and share the video resources of various industries, expand the original platform and monitor point location supplement, install intelligent sensing front-end at important entrances and exits, village committees throughout the flag, and access the video monitoring platform of the Public Security Bureau through the self-built 4G IOT video network.
"Sharp Eyes Project" upgrading project in Jiaoqiao, Shandong	The procurement includes 44 high-definition cameras, 96 full-color cameras, 39 facial recognition cameras, and various infrastructure components like network servers, switches, and cables. The purchase aims to enhance surveillance capabilities, incorporating advanced technologies for effective monitoring and security management in the designated area.
"Sharp Eyes project" - the second phase of the safe city HD video surveillance system procurement project in Badong County, Hubei	Based on the Phase I Safe City Project in Badong County, 630 cameras were added in 323 villages. The Phase I HD video surveillance system was upgraded, including function upgrade, storage expansion, and data integration.
"Sharp Eyes project" camera points and smart analysis system expansion project in Kaifeng, Henan	Camera points and smart analysis system expansion project in Kaifeng, Henan
"Sharp Eyes project" construction project in Guangfeng district, Shangrao, Jiangxi	The project is planned to be seamlessly connected with the Sharp Eyes project platform of Shangrao Public Security Bureau's existing Sharp Eyes project platform of Guangfeng District Public Security Bureau and other related business platforms, and can instantly and seamlessly call all kinds of data from the above platforms. In total, 1813 cameras of different types will be purchased.
"Sharp Eyes project" construction project in Guangze County, Fujian	Surveillance is mainly deployed in scenic spots, non-scenic areas, villages, campuses, and places where people gather.
"Sharp Eyes project" front-end transformation project in Shaoxing, Zhejiang	The project plans to build an all-round, three-dimensional city-level security dynamic monitoring network to achieve the goal of "seamless integration of prevention and control time and space, prevention and control target tracking, prevention and control area urban and rural coverage" requirements. 1861 surveillance cameras of six different types are distributed in 1861 points, with the corresponding face recognition system Back-end construction.
"Sharp Eyes project" public security video surveillance system (Phase II) upgrade and expansion transformation project in Linze County, Gansu	400 cameras were purchased for this project, and the corresponding video image-integrated application platform at the back end was upgraded.
"Sharp Eyes project" smart communities project equipment procurement in Jixi, Heilongjiang	This project includes 392 front-end face capture units and 105 vehicle capture terminals and related accessories.
"Sharp Eyes project" system integration construction of the fourth phase of the procurement project in Meigu County, Sichuan	From government public bidding documents. This project mainly constructs county-level, township-level, and village-level monitoring platforms, and plans to purchase 217 village-level points, distributed in 8 centralized resettlement communities.
"Sharp Eyes project" the third phase of construction in Yueqing, Zhejiang	The project, situated in Yueqing City, enhances the system construction of the Yueqing City Public Security Bureau following the "Xueliang Project" guidelines. It builds upon the existing high-definition video surveillance infrastructure in Yueqing City. Specifically, key public areas will undergo reconstruction and new construction, including 700 Road for reconstruction, 1,160 existing high-definition channels for reconstruction, 500 new channels for face capture recognition points, and 200 new access points for networked video surveillance in key industries.
"Sharp Eyes project" the third phase of construction procurement project in Fengxin County, Jiangxi	The public documents show that this project is divided into two packages, including plain and mountain areas. Moreover, according to the document, there are 1859 points distributed in 19 different locations in this county.
"Sharp Eyes project" upgrade and maintenance project in Guangshan County, Henan	Video image information comprehensive application platform upgrade and expansion, video image cloud storage expansion, the first phase of the surveillance camera construction maintenance and replacement, etc.
"Sharp Eyes project" urban administrative system video surveillance construction procurement project in Dongkeng Town, Dongguan, Guangdong	The project plans to purchase 40 cameras and their supporting equipment.
"Sharp eyes project" and public security video surveillance networking application system in Ongniud Banner, Inner Mongolia	The bid for the "Sharp eyes project" and public safety video surveillance network application system in Ongniud Banner Public Security Bureau, announced by the Ministry of Finance, reveals Inner Mongolia Lu'an Technology Co., Ltd. as the winning bidder for Contract Package 1, amounting to 17,038,000.00 yuan. The procurement encompasses various hardware components such as servers and video surveillance equipment, along with industry-specific software and technical testing services.
"Sharp eyes project" construction project in Enping, Guangdong	This project plans to mainly build a comprehensive governance data platform and public security image information convergence sharing platform in Enping City. The platform can access 20,000 video resources, 500 video resources for simultaneous viewing, and 300 video resources for image structuring and is used to aggregate video monitoring resources in the district and provide video access services for various functional departments. A newly built video-structured analysis platform, the result data generated by video image analysis is unified and converged to the Jiangmen City platform to support the cross-regional data modeling and application of Enping City.
"Sharp eyes project" equipment procurement and installation project (second) in Huangshi Economic & Techonological Development Area·Tieshan Area, Hubei	The "Xueliang Project" in Tieshan District aims to achieve comprehensive video surveillance coverage and connectivity among cities, counties, and districts. It involves integrating new construction with existing infrastructure, including installing 351 cameras across administrative villages, relocating platform equipment, and repairing surveillance points in Tieshan Street. Maintenance services and network leases are also included in the project scope.
"Sharp eyes project" municipal level sharing platform project in Yangjiang, Guangdong	From government public bidding documents. This project plans to build three platforms: the Yangjiang City video image sharing chief platform, Yangjiang City comprehensive governance video image convergence platform, and the Yangjiang Public Security Bureau video image comprehensive application platform, which is expected to access 25,000 video resources.
2021 "Sharp Eyes Project" comprehensive program in Licheng District, Putian, Fujian	From government public bidding document. This project consists of six contract packages, four of which are camera construction projects.
2021 "Sharp Eyes project" expansion and upgrading projects in Qiantang District, Hangzhou, Zhejiang	Construction of Asian Games-related surveillance projects, including around the stadium and traffic. This project also includes the construction of social and public facilities such as primary and secondary schools.
2021 "Sharp Eyes project" improvement construction projects in Wenzhou, Zhejiang	From government public bidding documents. This project consists of six parts, including the traffic main road and the Asian Games-related surveillance security construction.
2021 "Sharp Eyes project" public security video surveillance project in Youxi County, Fujian	From government public bidding documents. The original tender documents are already inaccessible. So it is not clear what the details of this project are.
2021 "sharp eyes program" new projects in Shuimogou District, Urumqi City	From the government public bidding documents. The whole project comprises seventeen parts, deploying in different areas.
2021 Sharp Eyes project construction project in Dongyuan County, Guangdong	The main construction contents of this project are: Dongyuan County social public video surveillance sharing networking platform, comprehensive governance grid visualization command and dispatch system, intelligent analysis system, Dongyuan County-wide 21 townships, 286 village houses 1035 front-end high-definition camera monitoring point construction.
2021 people's livelihood practical matter Sharp Eyes project construction project, and "Smart security district" second phase construction project in Wucheng District, Jinhua, Zhejiang	From government public bidding documents. This project consists of two parts. The first project procures 800 cameras and builds the corresponding face algorithm and video image cloud storage platform. The second project proposes to set up face capture machines + HD video surveillance equipment at key entrances and exits, such as the surrounding main roads. According to the site environment, in the vehicle key entrances and exits, configure vehicle entrance and exit management system and add license plate recognition unit to realize real-time monitoring of motor vehicles and non-motorized vehicles, record over vehicle information, form vehicle in and out travel trajectory, and provide detailed data records for subsequent management.
2021 rural "Sharp Eyes Project" project in Nanchang County, Jiangxi	This project mainly realizes the full coverage of video surveillance in the villages under the administration, and the corresponding storage and video big data application for supplementary construction. The main construction of front-end points 2000, including 600 sky points, cloud eye points 1400, and do a good job of link, pole, power cable, and other related supporting construction, complete the back-end storage, application system to expand and upgrade the capacity.
2021 rural "Sharp Eyes project" program in Xinfeng County, Jiangxi	From government public bidding documents. This project consists of three packages. The first and second are camera construction. This project is planned to interoperate and share data with Ganzhou City's "Sharp Eyes Project" video image combat platform, Xinfeng County's "Sharp Eyes Project" video image combat platform, and various related management platforms and monitoring centers to be built in the future. A total of 1160 cameras of various types are in the procurement plan.
2021 ‘Sharp eyes' project first phase of goods procurement project in Dongshan, Fujian	From government public bidding documents. Because the RFP is not available, it is known that this project exists, and its exact details are unknown. The transaction price for this project is 1265,000 RMB.
ABIS (Deployment, Croatia)	The Croatian Ministry of Interior owns and manages ID cards, travel documents, and driver's licenses registries. They store facial images in a single repository linked to these registries, allowing access to all images taken for different documents.
ABIS (Deployment, Estonia)	0
ABIS (Deployment, Spain)	0
AFIS (Deployment, Italy)	0
AFIS (Deployment, Portugal)	0
AFR Engine Face Recognition used by Chino Police Department	0
AFR at Brøndby IF	0
AI cameras for train station surveillance in Schlieren	0
Aegis Face Recognition used by Lockport City School District	Lockport High School in New York implemented a facial recognition system, sparking debate over safety versus privacy and bias concerns. The facial recognition system in Lockport schools scans faces captured by cameras to check if they match a "persons of interest" list created by school administrators. This list includes sex offenders, people with restraining orders against seeing students, former employees barred from visiting, and others deemed threats. If a match is detected, the system alerts security personnel to confirm the match and decide on action. It also has the capability to scan for guns, further alerting both administrators and police if a weapon is detected.
Aerial surveillance of protests in Washington, D.C	0
Amazon Rekognition used by Orlando Police Department	0
Amazon Rekognition used by Washington County Sherrif's Office, OR	0
AmberBox Gunshot Detection used by Truette McConnell University Campus Safety Department	Truett McConnell University (TMU), located in Cleveland, Georgia, announced a partnership with ACG Solutions on January 7, 2019, to implement a technology-driven initiative aimed at enhancing campus safety and security. The initiative includes the adoption of the Synchronized Orchestrated Response (SOR™) solution, which is expected to improve the university's emergency preparedness and response capabilities. Key components of the initiative are the integration of scalable surveillance cameras, access control platforms, real-time active shooter detection technology, situational awareness graphics, and a virtual command center. This effort aims to automate emergency response protocols and equip first responders with advanced tools for better situational awareness and quicker response to potential threats.
Antigua and Barbuda Police deploy automatic fingerprint identification system	Police in Antigua and Barbuda use an automated fingerprint identification system.
AnyVision Face Recognition used by Santa Fe Independent School District	0
Anyvision Face Recognition used by Barber's Hill Independent School District Police Department	0
Arxys Video Analytics used by Minneapolis Police Department	0
Arxys deployed by Nassau BOCES education	0
Arxys in McAllen, TX	0
Atlas Security CCTV network deployed in Gqeberha	Across the Eastern cape, Atlas Security has deployed a network of CCTV cameras. Atlas Security is a private security company with its own 'force', but it has used the control and command centre to collaborate with police, for example by sharing footage with them. The networked CCTV allows for the monitoring of a wide variety of settings in one centre. License Plate Recognition is in use however it is not clear whether biometrics are. However, 'video analytics' are also used by the system to detect suspicious activity. It can be speculated that forensic facial recognition, person detection or people tracking may be in use.
Auckland Smart City	0
Avigilon Face Recognition used by Grand Valley State University Department of Public Safety	0
Avigilon Video Analytics used by Grand Valley State University Department of Public Safety	0
Avigilon Video Analytics used by San Ramon Police Department	0
Avigilon deployed by Broward County Public Schools	In 2019, Broward County Schools installed Avigilon cameras, including the Appearance Search tool, amidst debate on whether it employs facial recognition. With around 270,000 students, Broward County is one of the largest US public school districts. Post the tragic Marjory Stoneman Douglas High School shooting in 2018, the district plans to implement an experimental AI surveillance system. The system aims to alert monitors of unusual events or unauthorized individuals. Shannon Flounnory, the district’s safety director, notes Appearance Search's varied uses, from finding lost children to monitoring staff conduct. However, the tool's classification remains unclear, as it shares traits with facial recognition despite operating differently.
Avigilon deployed by Georgetown County School District	0
Avigilon deployed by Hurrican Hole Marina	Hurrican Hole Marina deploys Avigilon facial recognition.
Avigilon deployed by New Bedford Housing Authority and used by NBPD	0
Avigilon deployment in Marbella	0
Avigilon in Wilson County Schools	0
Avigilon used by Mount Vernon Police Department, IL	In 2019, the Mount Vernon Police Department partnered with Motorola Solutions and PASS Security to install 73 Avigilon cameras, aimed at enhancing city security. The network includes H5A Cameras with License Plate Recognition, H4A Bullet Cameras for infrared surveillance, H4 Pan-Tilt-Zoom and H4 Fisheye Cameras for comprehensive coverage. The system is managed via Avigilon Control Center Software, offering advanced monitoring features. This technology supports real-time information sharing for first responders, facilitates evidence collection, and has contributed to the prosecution process.
BDAS Deployment (Latvia)	0
Beautiful City and Sharp Eyes project information smart construction project in Nanxun, Zhejiang	This project consists of three packages from 2020 to 2022, and it could be more construction plans in the future.
Big+ engagement software deployed in LRT KLCC - Avenue K tunnel walkway	The tunnel connecting Suria KLCC to LRT KLCC and Avenue K is a hotspot for advertisers as is has a high footfall. Big Tree is a media player company who runs immersive campaigns in the tunnel as well as other spaces in the city. In this case, they outline their new Big+ engagement software which uses sensors, facial recognition and geofencing to target campaigns. An Acer campaign in the tunnel is given as a sample case study. Based on the description of the software given by the CEO in an interview, it appears that some form of demographic based facial recognition and data collection is at play. This is because the advertisement is able to recognise and track who is viewing the campaign and tailor what is shown next to the viewer. This data is also collected by Big Tree for analytic purposes. The campaign can also be sent to the devices of persons in the tunnel using geofencing.
Biometric Cameras at Prague Airport	0
Biometric Cameras in Haiti	In October 2020 the Directorate of Immigration and Emigration deployed equipment for biometric control of those crossing the country's borders. It is uknown what software and dataset is used by the Directorate, however it is stated that the dataset about the local inhabitants is connected with the INTERPOL dataset to track information about international criminals trying to enter or leave Haiti. The biometric data used includes facial images and fingerprints.
Biometric Data registration for patients with HIV	0
Biometric Sim registration in Ghana	Ghana is introducing mandatory biometric linkage to sim cards. From November 2022, sim cards which are not biometrically linked to a user will be disconnected from the network. The decision has been met with disquiet in Ghana due to issues of data protection. The reason for introducing such a protocol is purportedly to reduce sim fraud and thereby crime. The supplier of the fingerprinting service is not yet known, but the name of the app through which registration takes place is Gh Self Sim Reg.
Biometric child registration in South Africa	A proposal recommends that South African children undergo "reregistration" at age five, capturing a comprehensive set of biometric data, including fingerprints, iris scans, facial images, and possibly ear pictures, to prevent identity theft. This initiative is part of measures to enhance the security of personal identification from an early age. Additionally, it suggests lowering the age for digital ID applications from 16 to 10 years to facilitate smoother educational transitions. The Department of Home Affairs (DHA) also proposes modifying ID numbers to accommodate non-binary gender identities, aiming to protect against the misuse of deceased children's identities by foreigners.
Biometric civil registry systems deployed in Rwanda	In 2007, Rwanda began collecting biometric data on all citizens. A smart card was also released. In 2014, the new national body for this process, NIDA NIDA (National Identification Agency) began trying to integrate all forms of data about a person to a single civil registry, and issued a smart card for this purpose. By 2019, this had achieved 99 percent coverage, according to the government. The ID is required for access to all services, including banking, and to cross the borders of the country. In 2022, the government states that they will have achieved universal biometric birth registry. Academic researchers characterise Rwandas use of surveillance technologies as 'intense' and oriented toward social control. The state may be overstating its benevolent use of the technologies due to a desire to maintain the perception of a strong central state. Historically technologies of surveillance in Rwanda have been used for social control.
Biometric fingerprint identification for prepaid phone activation in Peru	In the start of 2017, the supervisory body for private telecommunication companies, Osiptel, made fingerprint biometric identification a mandatory requirement to buy or sell prepaid phone lines. The fingerprint must match with an existing identity from the national identification register, Reniec. The main mobile phone companies in Peru were ruled to implement fingerprint biometric verification systems. The identification of prepaid cell phone users is a measure adopted by the government to prevent these mobile lines from continuing to be used by criminals who hide behind anonymity to commit extortion
Biometric fingerprinting deployed at anti-retroviral therapy and antenatal clinics in Malawi	In Malawi, a national biometric ID was introduced in 2017. It is not yet integrated with the health system. However, evidence from academic research shows that biometric fingerprinting has been in use in ART (anti-retroviral therapy) clinics since at least 2020, as researchers are assessing the opinions of people using the service. ART is for people with HIV. In Malawi, this is also integrated into antenatal care. Further academic research shows that academics have run trials of biometric fingerprinting in antenatal clinics. The performance of such trials is arguably sensitive as it is unclear how data like this can always be protected, even if the data is deleted. Further, as evidence itself from the research itself indicates, people do not understand the implications of their biometric data being processed.
Biometric national ID deployed in Malawi	In 2017, Malawi began pilots for a biometric national ID. In 2018, this ID became implemented for all citizens over 18. The system is centralised, through this ID citizens get access to social and health services such as COVID19 vaccines. Internet usage in Malawi is low, however the ID has given rise to a points based citizenship system. The UNDP and Irish Aid were involved as stakeholders and made proposals for the implementation of the ID.
Biometric national ID deployed in South Sudan	Since 2012, South Sudan's Department of Civil Registry, Nationality, Passports and Immigration (DCRNPI) has been deploying a biometric national ID. The biometric data collected includes fingerprint and iris scans. A 'German company' is supposedly the supplier. Since 2013, the United Nations High Commissioner for Refugees (UNHCR) has provided assistance in the rollout, to this day it carries out the registration of displaced persons in refugee camps for the ID. Academic researchers show that despite the fanfare surrounding the deployment of the national ID, in practice it does not mark a profound shift in the bureaucratic identity management of the state, which aims to preserve the status of the military elite. The UNHCR's role has also been critiqued as the collection of biometric data in humanitarian contexts may represent a new form of intervention with as yet untold consequences for the people whose data is collected. This is because of the potential of such data to 'travel' and be acted upon in other security realms, which is particularly likely in a context like South Sudan where the collection process is a combined state/aid agency effort. In addition to this, in 2019 the United Nations World Food Programme, who works closely with the UNHCR in South Sudan, shared their biometric database for food provision in South Sudan with the International Organisation for Migration (IOM). It can be speculated that because the rollout of the national ID is implicated with aid provision that data from these collection efforts may be being shared with the other UN bodies.
Biometric national ID in The Gambia	Since 2009 The Gambia has had a National ID system based on biometrics. Innovatrics was the supplier of this system until 2018, when a new National ID system was rolled out. This one is provided by Semlex. The cost of the ID card for a citizen of the Gambia was reportedly four hundred and fifty dalasi at the time of release. This is around 7,000 euro.
Biometric surveillance practices of ICE	0
Biometric tools to be deployed by Trinidad and Tobago Police Service	Police in Trinidad and Tobago will 'soon' be using facial recognition software. The software is already being trialled by an unknown security institution. The police will receive access to it in 2023 and will also receive body and vehicle cams. The move follows a huge expansion to the security budget in Trinidad and Tobago. The police will also get access to the network of cameras that will have facial recognition around the country. Biometric fingerprinting will also be in use by police. The contracts for these systems have not been released and so the products are unknown.
Biometrics deployed by Rwanda National Police	Rwanda National Police report themselves that they use biometric technologies such as fingerprinting, facial recognition, DNA research and predictive policing methods. They also use social media monitoring and CCTV monitoring. More details on these uses could not be found.
Biometrics in use by Victoria Police	0
Blue Wolf facial recognition in West Bank by the Israel Defense Force	0
BriefCam Video Analytics used by Arlington Police Department	0
BriefCam Video Analytics used by Beverly Hills Police Department	0
BriefCam Video Analytics used by Chicopee Police Department	0
BriefCam Video Analytics used by Coral Gables Police Department	0
BriefCam Video Analytics used by Dearborn Police Department	0
BriefCam Video Analytics used by Detroit Police Department	0
BriefCam Video Analytics used by Doral Police Department	0
BriefCam Video Analytics used by Fort Myers Police Department	0
BriefCam Video Analytics used by Fremont Police Department	0
BriefCam Video Analytics used by Glendale Police Department	0
BriefCam Video Analytics used by Harris County Sheriff's Office	0
BriefCam Video Analytics used by Hartford Police Department	0
BriefCam Video Analytics used by Inglewood Police Department	0
BriefCam Video Analytics used by Lansing Police Department	0
BriefCam Video Analytics used by Lawrence Police Department	0
BriefCam Video Analytics used by Los Angeles County Metropolitan Transportation Authority Transit Security	0
BriefCam Video Analytics used by Metropolitan Police Department	0
BriefCam Video Analytics used by Miami Beach Police Department	0
BriefCam Video Analytics used by Miami Gardens Police Department	0
BriefCam Video Analytics used by Ontario Police Department	0
BriefCam Video Analytics used by Overland Park Police Department	0
BriefCam Video Analytics used by Springfield Police Department	0
BriefCam Video Analytics used by St. Paul Police Department	0
BriefCam Video Analytics used by Tulare County Sheriff's Office	0
BriefCam Video Analytics used by Venice Police Department	0
Briefcam Video Analytics used by Duluth Police Department	0
Briefcam Video Analytics used by Enfield Police Department	0
Briefcam Video Analytics used by Surprise Police Department	0
Briefcam and Smart City Technology in Perth	0
Briefcam deployment in Vannes	0
Briefcam in Austin-Bergstrom International Airport	0
Briefcam in Boston	Since the Boston Marathon bombing in April 2013, Boston has utilized facial recognition technology, but by 2020, its use by police was prohibited. The city has contracts with Briefcam, a company that confirms its technology's capability for facial recognition, though both city and police officials deny its use. Legislation bans city officials from using facial recognition technology and prohibits contracts with third parties for such surveillance. However, tips from external law enforcement agencies using facial recognition can be pursued. BriefCam, previously involved with Boston Police Department for marathon bombing investigations, offers software with facial analysis capabilities. Boston Police have stated they will not use the facial recognition feature in software updates, and it remains unclear if BriefCam's latest version is in use or if a current contract exists.
Briefcam in Hartford Police Department	0
Briefcam used by Beverly Hills Police	Since at least 2019, the Beverly Hills Police Department has been using surveillance technologies, including Briefcam, as part of a broader initiative to monitor the city. Beverly Hills has installed about 2,000 CCTV cameras, equating to nearly one camera for every 17 residents, covering shopping districts and residential areas. The network also features intersection cameras, drones, and license plate recognition devices. In 2020, plans were made to add 900 more cameras and 50 license plate scanners at a cost of $14 million over five years. While state law restricts facial recognition use, BriefCam assists in analyzing video footage to identify specific vehicles, locations, and individuals.
Briefcam used by Springfield, MA Police	The Springfield Police Department reportedly utilizes BriefCam for video analysis, despite denying the use of facial recognition technology (FRT) and implementing a moratorium on its use. It's uncertain when they adopted BriefCam. Three years ago, the department inaugurated its Real-Time Analysis Center (R-TAC), integrating BriefCam VCA software. This software aids analysts in swiftly reviewing footage from traffic cameras across the city, condensing hours into minutes to identify relevant objects. Dispatchers coordinate with camera footage in response to 911 calls, enhancing situational awareness and officer safety. During critical incidents like a recent fatal shooting, R-TAC analysts provided timely and accurate information to responding officers using multiple camera perspectives.
CATCH	0
CBIS (deployment, Czech Republic)	0
CIMCON smart streetlights deployed in Jamaica	In 2017, Jamaica Public Service company began to install smart streetlights from CIMCON lighting in major parishes. By 2021, they had achieved 90 percent coverage. Smart streetlights do not always imply biometric surveillance. However here, the streetlight network is explicitly cited as acting as a platform for sensors and applications such as video analytics and traffic monitoring. Therefore it is possible that if not already in use, such applications could be added on.
CLEAR biometrics in use at Major League Baseball Stadiums	0
COVID-19 quarantine control (Moscow)	0
Campus smart warning security risk prevention and control system project in Yuzhou District, Guangxi	From government public bidding documents. The project plans to purchase a total of 2,800 cameras of different models from Dahua.
CariSECURE crime prevention programme	CariSecure is a United Nations Development Programme crime prevention initiative active in the East Caribbean and Barbados. It seeks to reduce 'youth crime'. In order to accomplish this goal it has set up an interoperable PRMIS (Police Records Management System). Though it is a low grade system from Softengi, evidence shows that in practice that ACRO UK has helped to run biometrics on the system also. Softengi is an AI company. It is possible that the system was set up in such a way that it can be run through other predictive policing software. The programme crosses 8 countries and benefits from funding from USAID, as well as the United Kingdom Foreign, Commonwealth and Development Office (UK FCDO) and the ACRO Criminal Records Office.
Center of Urban Supervision (Roubaix)	0
Chinese companies settle surveillance cameras in Nouakchott, Mauritania	Different sources underline that Mauritanian President M. O. Ch. El-Ghazouani announced the completion of the “Security and Public Monitoring System” project for the city of Nouakchott, which will be implemented by Chinese companies with a budget of twenty million US dollars. The project will enable controlling traffic, maintaining security, protecting citizens and their property, improving the facade of the capital, and limiting the spread of organized crime in a rapidly expanding city.
Citybeacons Eindhoven	In Eindhoven, advanced surveillance technologies are being utilized for safety and crowd management. The system includes cameras that meet police quality standards and have the capability to create heatmaps to monitor crowd densities. These cameras can also distinguish between different demographics such as gender and age. Additionally, they have the ability to assess moods. ViNotion offered their CrowdDynamics analysis during PSV's championship celebration to enhance safety by analyzing visitor flows. This technology is regularly employed in the Stratumseind 2.0 project and was part of an experimental initiative by Eindhoven 247 in collaboration with City Beacon during the event.
CivicScape Real-Time Crime Center used by Camden County Police Department	0
Clearview AI Face Recognition used by Allegheny County District Attorney’s Office	0
Clearview AI Face Recognition used by Antioch Police Department	0
Clearview AI Face Recognition used by Atlanta Police Department	0
Clearview AI Face Recognition used by Broward County Sheriff's Office	0
Clearview AI Face Recognition used by Coral Springs Police Department	0
Clearview AI Face Recognition used by Davie Police Department	0
Clearview AI Face Recognition used by Fayetteville Police Department	0
Clearview AI Face Recognition used by Finnish police	In 2021, the National Bureau of Investigation (NBI) made itself known for using Clearview AI’s facial recognition software to recognize sexual abuse victims in the end of 2019 and start of 2020. 120 searches were made by four NBI officers during a free demo period. Neither NBI’s leadership nor the National Police Board were aware of this experiment – it came up over a year later when Buzzfeed News contacted the organization in March 2021. After that, the police reported the experiment and a possible data breach to the Data Protection Ombudsman who later gave a notice to NBI.
Clearview AI Face Recognition used by Gainesville Police Department	0
Clearview AI Face Recognition used by Green Bay Police Department	0
Clearview AI Face Recognition used by Indiana State Police	0
Clearview AI Face Recognition used by Miami Police Department	0
Clearview AI Face Recognition used by Minnesota Bureau of Criminal Apprehension	0
Clearview AI Face Recognition used by Montgomery County Constables Precinct 4	0
Clearview AI Face Recognition used by New York State Police	0
Clearview AI Face Recognition used by Prior Lake Police Department	0
Clearview AI Face Recognition used by San Mateo County Sheriff's Office	0
Clearview AI Face Recognition used by Senoia Police Department	0
Clearview AI Face Recognition used by St. Paul Police Department	0
Clearview AI Face Recognition used by Texas Department of Public Safety	0
Clearview AI Face Recognition used by Vadodara Police	The Vadodara police in Gujarat are installing facial recognition cameras at public places such as railway stations, parks and markets. This project is being done in tandem with Clearview AI. These facial recognition cameras will be used in order to identify miscreants and informing the police. Initially, facial recognition will be set up for cameras in limited locations.
Clearview AI Face Recognition used by Volusia County Sheriff's Office	0
Clearview AI Face Recognition used by Wyomissing Police Department	0
Clearview AI used by Australian Federal Police and 3 state police forces	0
Clearview AI used by Seattle Police Department	0
CloudWalk facial recognition deployed in Zimbabwe	In 2018, it was announced that a mass facial recognition system would be deployed by CloudWalk in Zimbabwe. This forms part of the Chinese Belt and Road Initiative. CloudWalk stated they would be providing a full suite of surveillance technology tools across sectors. CloudWalk is a Chinese company which supplies cloud policing tools in China. The primary element of this deployment is the use of facial recognition from CloudWalk to develop a large dataset. CloudWalk's later iterations of recognition can identify gait and hairstyles. Another element of the deployment identified by reporters is the utility of training the datatset on darker skin tones for CloudWalk. A final element identified by civil society is the use of the surveillance technologies to identify dissenters and influence elections. A biometric voter roll is being prepared from the database. Huawei has also been linked to the deployment of smart city technologies upon which the facial recognition systems are to run, with Hikvision cameras, for the purposes of this surveillance system. They have at certain points denied this linkage. TelOne, the Zimbabwe telecommunications company, has also been linked to the deployment of facial recognition around the country for this effort.
Construction of rural "Sharp Eyes project" in Gongzhuling, Jilin	From government public bidding documents. A total of 1812 cameras were purchased for this project and equipped with various equipment installed with the cameras.
Control Room (Venice)	0
Coresight AI "Sweethearting" detection	About a month ago, Israel-based Corsight AI began offering its global clients access to a new service aimed at rooting out what the retail industry calls “sweethearting,”—instances of store employees giving people they know discounts or free items.
County-wide intelligent social security prevention and control system service projects in Weining Yi, Hui, and Miao Autonomous County, Guizhou	From government public bidding documents. This project mainly plans to build upgraded SkyNet and intelligent traffic services, including high-definition video surveillance, face capture, video sharing networking, vehicle data big application, portrait big data application, video image fusion application, road safety warning, illegal parking capture system, pedestrian red light running system, and mobile speed detection, etc.
Covid-19 quarantine control (Transnistria)	0
Cowboy Concealments Streetlights	0
Dahua Deployment in Brienon-sur-Armançon	0
Dahua facial recognition cameras in the Mexican state of Coahuila	About 300 Dahua surveillance cameras with facial recognition capacity were installed in cities in the state of Coahuila, in northern Mexico. Currently the database uses so called 'exception lists' ('black' lists for criminals and 'white' lists for missing people) made by the secretary of public security of Coahuila and is operated at the municipal level. Information is shared with security authorities at the state and federal level. There is interest on the part of the authorities to use federal databases in the identification process, including data on people prosecuted for a crime and security officials, as well as the electoral national database, which contains records of about 90 million people. The last official information on the use of these cameras is that they are still on 'pilot' phase. Dahua CEO also donated thermal cameras to the state of Coahuila in 2020.
Dahua video surveillance deployed at Mwanza Mall	A shopping mall in Mwanza chose to install a network of Dahua cameras. Every area of the mall can be monitored with the high resolution cameras. It is unclear whether facial recognition or other technologies are in use, but deployments in other malls usually point towards the use of people tracking and counting, sometimes facial recognition. Dahua has been connected to the deployment of mass surveillance technologies in Xinjiang, China.
Dahua video surveillance deployed at Zanzibar Presidential Office	The Presidential Office of Zanzibar, which receives many visitors, has a Dahua video surveillance system. The Revolutionary Council of Zanzibar is semi-autonomous from Tanzania. The interior system uses facial detection and audio recognition using 'intelligent' cameras. The perimeter exterior cameras use people tracking. Dahua is associated with the deployment of surveillance technologies in Xinjiang, China.
Dahua video surveillance in Meskel Square	Meskel Square is a busy public space in Addis Abbaba, Ethiopia's capital. A new 1,400 space underground car park was built. In order to manage the traffic flow, a smart parking solution was sought. A video surveillance solution from Dahua Technologies was installed by Anhui Antai Technology Ethiopia. The use of biometrics cannot be ascertained, though Dahua also provide such technologies. At minimum, the system appears to have some form of object or person detection, and most likely license plate recognition. It has been used to investigate thefts. Dahua Technologies has been the object of scrutiny after being linked to mass surveillance practices in the Chinese province of Xinjiang
Data-lab Burglary-free Neighbourhood	In Rotterdam's Fieldlabs Inbraakvrije Wijk project, researchers are utilizing advanced technology to enhance public safety by detecting suspicious behaviors and sounds. The project is in its initial phase, employing motion sensors to analyze approximately 100,000 walking patterns through 20 million data points. The aim is to identify abnormal walking patterns and unusual sounds, such as breaking glass, which could indicate suspicious activity. This includes deploying smart fixtures on lamp posts that serve as the area's eyes and ears, capable of recognizing distinct sounds and movements. Munisense, a partner in the project, integrates these sensitive sound sensors into lamp posts strategically placed throughout the Lombardijen neighborhood to help reduce burglary rates.
DataWorks Plus Face Recognition used by Charleston County Sheriff's Office	0
DataWorks Plus Face Recognition used by Chicago Police Department	0
DataWorks Plus Face Recognition used by Detroit Police Department	0
DataWorks Plus Face Recognition used by Durham Police Department	0
DataWorks Plus Face Recognition used by Los Angeles County Sheriff's Department	0
DataWorks Plus Face Recognition used by Los Angeles Police Department	0
DataWorks Plus Face Recognition used by Miami-Dade Corrections and Rehabilitation	0
DataWorks Plus Face Recognition used by Miami-Dade Juvenile Services Department	0
DataWorks Plus Face Recognition used by Miami-Dade Police Department	0
DataWorks Plus Face Recognition used by Placer County Sheriff's Office	0
DataWorks Plus Face Recognition used by Raleigh Police Department	0
DataWorks Plus Face Recognition used by Virginia State Police	0
Deployment of TAJ	0
Digitale Perimeter	In the Living Lab, the Johan Cruijff ArenA is working with the police, the municipality of Amsterdam and TNO on smart innovations in five areas: 5G, location, smart facilities, facial comparison and unwanted objects. In these areas, smart systems need to show that they add value for the visitor.
Dominica Police use automatic fingerprinting system	in 2013, police forces in Dominica were given an automated fingerprint system. The system was given by the U.S as part of the Caribbean Basin Security Initiative. The aim of this initiative is to instil interoperability between the U.S and countries in the Caribbean's law enforcement databases. Training was also given to the officers.
Dragonfly Project	0
EDE (AFR used by Austrian Criminal Intelligence Service)	0
ESI Fingerprint and Facial recognition in Solomon Islands	The Ministry of Home Affairs in Solomon Islands had made an agreement with Canadian company, Electoral Services International (ESI) to implement electronic biometric voter registration in the Solomon Islands for use in elections. Another aim of the project is to help the Electoral commission in centralizing its data and providing citizens with ID cards.
Egyptian government monitoring of political opponents through movement and facial recognition	وحسب “عربي بوست”، قال مصدر بوزارة الاتصالات وتكنولوجيا المعلومات، في اتصال هاتفي، إن فكرة تركيب كاميرات مراقبة متصلة بالشبكة المركزية لمصلحة الأمن العام للكشف عن وجوه المطلوبين أمنياً وكذلك المدرجين على قوائم الإرهاب والمعارض السياسيين، فقد تمت أول صفقة لتوريد هذه النوعية من الكاميرات في خريف عام 2013، عقب أشهر قليلة من إنهاء حكم الرئيس الأسبق محمد مرسي في 30 يونيو/حزيران من ذلك العام.</blockquote[[CiteRef::AarbyBwstMSr
Eiffage / Briefcam deployment in Roubaix	0
FACE Deployment by EUROPOL	0
FIFA 2018 World Cup Facial Recognition (Moscow)	0
FLIR in the City of Lawrence	0
FLIR thermal detection systems deployed at mines in Tanzania	At large mines in South Africa, Guinea and Tanzania advanced intrusion detection systems have been deployed. Details of the systems in Tanzania can be found. When intruders cross the perimeter (6km away) it triggers them to be followed by the camera and also triggers other defense mechanisms such as pepper spray. The thermal imaging used is described as detecting movement and tracking the intruders from the moment they are identified at the perimeter. The system is described as tracking 'real time movement' using 'military grade capabilities. It could be speculated that some form of motion recognition or person detection is in use. If not, then as the video is stored at the central command centre forensic facial recognition could then be used. The number of arrests has increased since the installment of the system.
Face Analysis Comparison & Examination System (FACES)	0
Face Recognition used by Alabama Motor Vehicle Division	0
Face Recognition used by Alaska Division of Motor Vehicles	0
Face Recognition used by Arizona Department of Transportation	0
Face Recognition used by Arkansas Department of Finance and Administration	0
Face Recognition used by Cobb County Police Department	0
Face Recognition used by Colorado Division of Motor Vehicles	0
Face Recognition used by Delaware Division of Motor Vehicles	0
Face Recognition used by Florida Department of Highway Safety and Motor Vehicles	0
Face Recognition used by Georgia Department of Driver Services	0
Face Recognition used by Hennepin County Sheriff's Office	0
Face Recognition used by Illinois Department of Motor Vehicles	0
Face Recognition used by Indiana Bureau of Motor Vehicles	0
Face Recognition used by Iowa Department of Transportation	0
Face Recognition used by Kansas Department of Revenue Division of Vehicles	0
Face Recognition used by Kentucky Transportation Cabinet	0
Face Recognition used by Long Beach Police Department	0
Face Recognition used by Maine Bureau of Motor Vehicles	0
Face Recognition used by Maryland Motor Vehicle Administration	0
Face Recognition used by Massachusetts Department of Transportation	0
Face Recognition used by Minnesota Department of Public Safety	0
Face Recognition used by Montana Motor Vehicle Division	0
Face Recognition used by Nebraska Department of Motor Vehicles	0
Face Recognition used by Nevada Department of Motor Vehicles	0
Face Recognition used by New Jersey Motor Vehicle Commission	0
Face Recognition used by New Mexico Motor Vehicle Division	0
Face Recognition used by New York Department of Motor Vehicles	0
Face Recognition used by North Carolina Division of Motor Vehicles	0
Face Recognition used by North Dakota Department of Transportation	0
Face Recognition used by Northern California Regional Intelligence Center	0
Face Recognition used by Ohio Bureau of Motor Vehicles	0
Face Recognition used by Orange Police Department	0
Face Recognition used by Oregon Driver and Motor Vehicle Services	0
Face Recognition used by Pennsylvania Department of Transportation	0
Face Recognition used by Riverside County Sheriff's Department	0
Face Recognition used by San Bernardino County Sheriff's Department	0
Face Recognition used by South Carolina Law Enforcement Division	0
Face Recognition used by South Dakota Department of Public Safety	0
Face Recognition used by Tennessee Division of Motor Vehicles	0
Face Recognition used by Texas City Independent School District	0
Face Recognition used by Texas Department of Public Safety	0
Face Recognition used by U.S. Customs and Border Protection - Boston Logan International Airport	0
Face Recognition used by U.S. Customs and Border Protection - Chicago O'Hare International Airport	0
Face Recognition used by U.S. Customs and Border Protection - Dallas-Fort Worth International Airport	0
Face Recognition used by U.S. Customs and Border Protection - Detroit Metro Airport	0
Face Recognition used by U.S. Customs and Border Protection - Dulles International Airport	0
Face Recognition used by U.S. Customs and Border Protection - Fort Lauderdale-Hollywood International Airport	0
Face Recognition used by U.S. Customs and Border Protection - George Bush Intercontinental/Houston Airport	0
Face Recognition used by U.S. Customs and Border Protection - Hartsfield-Jackson Atlanta International Airport	0
Face Recognition used by U.S. Customs and Border Protection - John F. Kennedy International Airport	0
Face Recognition used by U.S. Customs and Border Protection - Los Angeles International Airport	0
Face Recognition used by U.S. Customs and Border Protection - McCarran International Airport	0
Face Recognition used by U.S. Customs and Border Protection - Miami International Airport	0
Face Recognition used by U.S. Customs and Border Protection - Orlando International Airport	0
Face Recognition used by U.S. Customs and Border Protection - Reagan National Airport	0
Face Recognition used by U.S. Customs and Border Protection - San Francisco International Airport	0
Face Recognition used by U.S. Customs and Border Protection - San Jose International Airport	0
Face Recognition used by U.S. Customs and Border Protection - Sea-Tac Airport	0
Face Recognition used by University of Southern California Department of Public Safety	0
Face Recognition used by Utah Department of Public Safety	0
Face Recognition used by Washington Department of Licensing	0
Face Recognition used by Washington, D.C. Department of Motor Vehicles	0
Face Recognition used by West Virginia Division of Motor Vehicles	0
Face Recognition used by Wisconsin Division of Motor Vehicles	0
Face mask recognition in Châtelet-Les Halles (Stopped)	0
FaceFirst used in thousands of retail stores	0
Facewatch facial recognition in Campina Grande	During the Brazilian festivities of São João in Campina Grande, Paraíba, facial recognition technology was used for security. The software developed in the UK, Facewatch was imported by The Staff Solutions in order to identify and contain supposed danger threats. The infrastructure was provided by brazilian company, Brisanet Telecomunicações. During the 31-days event, the police military of Paraíba, Brisanet Telecomunicaçoes and Medow Entretenimento e Cultura collaborated in the operation of this technology during the São João festival.
Facial Recognition CCTV Cameras as part of Islamabad Safe City Project	0
Facial Recognition Cameras deployed in Karbala, Iraq	The Governor of Karbala has announced that new facial recognition cameras are being set around the city. The number of cameras reached more than 600 cameras distributed in 103 locations in the governorate as a first stage for this project, according to the statement, the system is the first in the country in terms of the technologies it has in terms of detecting faces and vehicles' numbers.
Facial Recognition Cameras in Manila	Around 100 CCTV cameras with facial recognition capability were installed in Manila, Philippines. The local government stated that the purpose of these cameras was to identify criminals. It is not known which technology company has provided the facial recognition technology
Facial Recognition Cameras in Mumbai	0
Facial Recognition Cameras used by Jaipur Police	0
Facial Recognition Cameras used by Kolkata Police	0
Facial Recognition National Mugshot Database (Sweden)	0
Facial Recognition Pilot Project during Carnival (Nice)	0
Facial Recognition Pilot in High School (Marseille)	0
Facial Recognition Pilot in High School (Nice)	0
Facial Recognition Pilot in Metz Stadium	0
Facial Recognition System for Fugitives in Argentina	The Fugitive Facial Recognition System (SRFP) was introduced in 2019 in the city of Buenos Aires with the aim of detecting people wanted by the police. The SRPF was governed by a technical cooperation agreement between the National Registry of Persons (RENAPER) and the Ministry of Security of Buenos Aires. The signed agreement allowed them to access a database of approximately 40,000 people. With this agreement, the Government of Buenos Aires was able to use the 9,500 security cameras equipped with facial recognition software distributed in the capital, whose images reach the Urban Monitoring Center (Centro Urbano de Monitoreo), under the supervision of the Ministry of Security and Justice. Investigations were carried out at the Buenos Aires Ministry of Justice and Security and the Urban Monitoring Center (CMU), and it was determined that, between April 2019 and March 2022, the Ministry of Security and Justice of Argentina used the system of video cameras with facial recognition to access the biometric data of 7 million people, without a court order for it. Because of this finding, a judge signed a resolution on Tuesday, April 12, where the suspension of the facial recognition system was ordered. He held that the City of Buenos Aires was only authorized to extract biometric data from people required by justice. And he warned that the big number of searches of citizens, many known for their public performance, shows that the process could have been manipulated to obtain improper information illegally.
Facial Recognition and social media scraping in use by Chicago Police Department	0
Facial Recognition application used by Chennai Police	0
Facial Recognition application used by Islamabad Police	0
Facial Recognition application used by Tiruvallur police	0
Facial Recognition as part of Lucknow Smart City Project	As part of the Smart City project in Lucknow, the officials are planning to install facial recognition cameras at 10 intersections in Lucknow for the purpose of reducing crime and improving safety. These cameras will be managed by the Integrated Traffic Management System (ITMS). Even if the person is wearing a mask or helmet, the police claim that the facial recognition technology can still identify people.
Facial Recognition at Lower.com Field	0
Facial Recognition at the Statue of Liberty	0
Facial Recognition at the University of Miami	0
Facial Recognition at the University of Southern California	0
Facial Recognition by Madurai Police	0
Facial Recognition cameras used by Kancheepuram Police	0
Facial Recognition deployment in Egypt	The Egyptian state department of security services announces that they will be using the facial recognition systems around the country, in the biggest cities. This new system will be deployed to control and monitor those who are requested for the criminal court, or any previous political movements against the government.
Facial Recognition during Hamburg G20 Summit	0
Facial Recognition during the Gold Coast Commonwealth Games	0
Facial Recognition for Smart City project in Gandhinagar	0
Facial Recognition in Airports of Georgia	0
Facial Recognition in Anderstorp Upper Secondary School (Skelleftea, Sweden)	0
Facial Recognition in Brussels Airport (Stopped)	0
Facial Recognition in Bunnings stores	0
Facial Recognition in Café "Boulevard"	0
Facial Recognition in Chennai schools	0
Facial Recognition in Cyprus (Law Enforcement)	0
Facial Recognition in Foodstuffs NZ stores	0
Facial Recognition in Fulton County Schools	0
Facial Recognition in Greece (Law Enforcement)	0
Facial Recognition in Gurugram	0
Facial Recognition in Ifema	0
Facial Recognition in KMART stores	0
Facial Recognition in Karaganda region	Authorities in the Karaganda region have recommended the incorporation of facial recognition technology into the region's surveillance system, which currently consists of 6,586 cameras. These cameras are deployed across various locations, including preschool institutions, public areas, and roads, with over a thousand in places of mass gathering like bus stops, parks, and squares. The proposal aims to enhance crime detection capabilities, particularly thefts, which account for 46% of all offenses in the area.
Facial Recognition in Livu Water Park	0
Facial Recognition in Mercadona	0
Facial Recognition in Metro (Minsk)	0
Facial Recognition in Queensland Stadiums	0
Facial Recognition in Rite Aid pharmacies	0
Facial Recognition in School (Blagoveshchensk)	0
Facial Recognition in School (Pavlodar)	0
Facial Recognition in Schools (Azerbaijan)	0
Facial Recognition in Schools (Grozny)	Grozny's local authorities plan to upgrade school video surveillance cameras with facial recognition technology and integrate the systems of 60 schools into a unified online education monitoring system. This system aims to track employee attendance and replace traditional student roll calls, potentially linking with a digital diary to inform parents about their children's school arrivals and departures. Currently, surveillance cameras in schools monitor entrances, corridors, and courtyards, focusing on safety and transparency in education. This project is expected to not only enhance child safety but also bring transparency to the educational process.
Facial Recognition in Schools (Kyzylorda region)	0
Facial Recognition in Schools (Nizhny Novgorod)	0
Facial Recognition in Schools (Shymkent)	0
Facial Recognition in SkyCity Casinos	0
Facial Recognition in Srinagar, Kashmir	0
Facial Recognition in Telangana	0
Facial Recognition in Tunis (Tunisia)	0
Facial Recognition in Valparaíso metro stations	Metro Valparaíso incorporated a video analytics system that uses facial recognition with Artificial Intelligence to monitor the proper use of cards with fare benefits, such as the National Student Card and the Senior Card. The system, in operation since 2018 at the Puerto and Limache stations, analyzes in real time the images captured by the Closed Circuit Television, carrying out a verification process that determines if the passengers are holders of the cards they use. The tool was developed by Metric Arts, beginning its implementation in 2017 as a pilot project. The Metro Valparaíso database is used in such a way that, each time a person passes through a turnstile with a card with benefits, Artificial Intelligence compares their biometric data with those of the user registered in said database. Additionally, the system makes it possible to detect evasion and alert risk situations on the platforms due to the eventual entry of people onto the rails.
Facial Recognition in Varanasi	0
Facial Recognition in Walmart stores	0
Facial Recognition in bars, restaurants and shops (Minsk)	0
Facial Recognition in subways and airports (Nur-Sultan)	0
Facial Recognition in the Moscow Metro	The Moscow Metro has introduced a facial recognition system across all 241 stations, enabling customers to pay by simply looking into a camera. Despite authorities emphasizing its use for payments and security, concerns about potential human rights violations arise. Trial since December 2020, the FacePay system has garnered thousands of users, set for full implementation by October 15. The Moscow IT Department asserts the upgrade's goal is to enhance safety and data protection. However, privacy lawyers and digital rights groups worry about potential misuse, fearing increased surveillance and harassment by the Kremlin against perceived opponents.
Facial Recognition in use by Boca Raton Police	0
Facial Recognition in use by Detroit Police Department	0
Facial Recognition in use by Los Angeles Police Department	0
Facial Recognition in use by New Orleans Police Department	0
Facial Recognition in use by New South Wales Police	0
Facial Recognition in use by New York Police Department	0
Facial Recognition in use by Northern Territory Police Force	0
Facial Recognition in use by South Australia Police	0
Facial Recognition in use in The Good Guys stores	0
Facial Recognition including Clearview AI used by New Zealand Police Forces	0
Facial Recognition on Las Vegas Strip	0
Facial Recognition on playgrounds (Petropavlovsk-Kamchatsky)	0
Facial Recognition used by Australian Government for Covid tracking	0
Facial Recognition used by Chittoor Police	0
Facial Recognition used by Colorado Police Departments	0
Facial Recognition used by San Diego Police Department	0
Facial Recognition used by San Jose Police Department	0
Facial Recognition used by Tucson Police Department	0
Facial Recognition used by Virginia State Police	0
Facial recognition CCTV grid deployed by Ministry of National Security, Trinidad and Tobago	In 2022, Trinidad and Tobago is acquiring a range of biometric tools for various services following a large increase in the security budget. One element of this expansion is the installation of a CCTV network of 2400 cameras across the country. The Ministry of Security has contracted an unnamed provider for this effort. The cameras will reportedly have facial recognition capabilities. Though the provider is unknown, it can be speculated that Vivotek is the provider of the products. The reason for this is that a website is streaming a (disconnected) livestream of the Port of Spain, the capital of Trinidad and Tobago, and lists Vivotek as the camera manufacturer. Vivotek supplies facial recognition cameras. The camera feed will be used by Trinidad and Tobago Police Service. Another unnamed security institution in Trinidad and Tobago is already using facial recognition.
Facial recognition and fingerprinting deployed by Belize Police Department	Police in Belize use fingerprinting and facial recognition. In 2017, the US Government supplied Belize Police Department with an automated fingerprinting system. Funding for this tool came from the U.S's Central America Regional Security Initiative which was active at the time. They also provided training in the use of the system, which is linked to U.S police departments. In 2019, Belize Police reported they were using facial recognition in some streets in Belize city. It was also reported that Belize VU, a technology company in Belize, had donated 60 thousand dollars worth of cameras and systems to police in Benque Viejo del Carmen. The cameras reportedly have infrared and facial recognition capabilities. Taiwan, an ally of Belize, has also been linked to the supply of cameras to the state for both policing and health services, as well as the funding of police department to the tune of five hundred thousand dollars in 2017. With the funds, the police were able to obtain body cameras and drones.
Facial recognition at bus terminal in Chennai	0
Facial recognition at the train station (Ulan-Ude)	0
Facial recognition attendance system for teachers in Andhra Pradesh	0
Facial recognition deployed by police forces in KwaZulu-Netal	A festive crime prevention trial is underway in KwaZulu-Netal province, of which the largest city is Durban, and the capital is Pietermaritzburg. The municipality of eThekwini is also a part of these efforts.The trial includes the rollout of facial recognition to camera networks, including drones, dash cams and body worn police cameras. Number plate recognition will also be in use. New cameras will be installed with facial recognition and other 'crime prevention' tools. Since 2019, Durban Metropolitan Police have used predictive policing analytics from Microsoft and Toyota, however it is unclear whether facial recognition was used. In partnership with Microsoft and Toyota, the Durban basin will be secured with a CCTV network. The people working in the area
Facial recognition deployed in network of over 5000 CCTV cameras in Kuala Lumpur	Kuala Lumpur has deployed public facial recognition/biometric mass surveillance using a network of 5,000 cameras in public places and buildings, plus another 500 in convenience stores. It can be speculated that the supplier may be NTech as they are a major supplier of retail biometrics in Malaysia however this is uncertain information. Monash University researchers ran a study on the video system to develop a weapons detection algorithm and are working on violence detection. This involves determining a relation between the object wielded, the person, and the persons behaviour. This implies that person recogniton, gait recognition and behavioural analysis may also be being run on the footage. The Royal Police Force of Malaysia also has access to the footage.
Facial recognition deployment in the airport of Dakar	Senegal Blaise Diagne International Airport starts facial recognition. The intrusions will be signaled with alerts so that the gendarmerie and the companies' personnel can react in real time. The video surveillance with facial recognition will also make it possible to monitor operations with cameras of various types installed throughout the airport. The system will use a special dataset created for the airport with the use of the UN's and Internporl's databases.
Facial recognition for self registration for hospital in Tel Aviv	0
Facial recognition in 7-Eleven stores Australia	0
Facial recognition in Apple Stores	0
Facial recognition in Ongole	In order to monitor the attendance and work of sanitation staff, the Ongole Municipal Corporation are making use of facial recognition cameras. Presently, the municipal corporation makes use of thumbprint impression systems to record attendance, but they believe that workers only attend the workplace to put in the thumbprint impression and do not do the required work. Hence, they believe that surveillance through facial recognition cameras will ensure better work practices.
Facial recognition in Rockland Maine’s Regional School Unit 13	0
Facial recognition in SK Taman Perling 1 School, Johor	In Johor, Malaysia, a school introduced facial recogniton for attendance purposes as well as for staff and visitor monitoring. RN Technologies Sdn Bhd supplied the facial recognition system. The system was fully funded by Myra Hub Foundation, a Malaysian NGO. The system results in an attendance record which is transferred to the Ministry of Education.
Facial recognition in South Australia gambling venues	0
Facial recognition in Victoria schools	0
Facial recognition to check attendance of teachers in Gujarat	0
Facial recognition used by Baltimore Police Department	0
Facial recogntion deployed at Mbombela Stadium	In 2010, Mbombela Stadium was built for the FIFA world cup. Axis Communications deployed a system of network cameras to secure the stadium. In their case study of the deployment, they describe the use of facial recognition at the turnstiles. Axis Communications provides a face detection software, but it is not technically described as facial recognition, rather face detection. Axis cameras can have facial recognition easily enabled. TMVS is a South African security company that worked with Axis on this deployment.
Facial/Emotion Recognition Pilot in Tramway (Nice)	0
Federal Agencies and ID.me	During the pandemic, ID.me was utilized by federal agencies like the IRS and Social Security Administration for identity verification to curb fraud. This was crucial as these services, including social security and tax filings, are essential. ID.me rapidly expanded its workforce to handle the demand, but faced criticism for compromising verification practices and user privacy. Confidential data, such as social security numbers, were inadequately protected, raising concerns about potential data misuse. Despite assurances of not selling user data, ID.me retains biometric information long-term. Following public and legislative backlash, the IRS announced plans to phase out ID.me's facial recognition technology, highlighting privacy concerns.
Fingerprint System in UAE	The facial fingerprint service provided by the Ministry of Interior was developed to keep pace with the aspirations of the UAE government in providing government services without the need to visit service centers, based on the directives of the Council of Ministers to begin harnessing the facial fingerprint service to the public and private sectors under the leadership of the Ministry of Interior. In order to support national institutions in providing unique and safe smart services to the public.
Fingerprint and Iris database in Afghanistan	The US military engaged in building a database of Afghan citizens who were working with the US military in any way which involved collecting their fingerprints and iris data, possibly along with data for facial recognition. The articles mention that the technology could be connected to four databases: the Automated Biometrics Identification System (ABIS), the Afghan Automated Biometrics Identification System (AABIS), the Afghan Personnel and Pay System (APPS) and the e-Tazkira. This biometric information is now in the hands of the Taliban and could be used by them to target possible opponents.
Fingerprinting deployed at HIV clinics in Uganda	In 2016, the Uganda Ministry of Health began deploying fingerprint recognition at HIV clinics. The project is set to last for 5 years. The project is aimed at stopping duplication and tracking and tracing individuals. Officials argue that many were abusing the health services. Uganda has a poor record with and enacts social exclusion of people viewed as being part of the queer community, and sex workers. There are high levels of violence against these groups and homosexuality is illegal.
Fusus Gunshot Detection used by Georgia Tech Police Department	0
Fusus Real-Time Crime Center used by Minneapolis Police Department	0
German and Turkish companies plan to establish surveillance camera system in Benghazi, Libya	Sources state that there was an agreement with a german company to set up a surveillance system around the province before the 17 February 2011 revolution. However, the project was under the supervision of Benghazi Security Directorate. Afterward, the local government in Benghazi has decided to continue the project with a Turkish company but nothing has been actually in progress, and the already existing plan waits to be implemented.
German central criminal information system INPOL	Germany has utilized automated facial recognition technology since 2008 through its central criminal information system, INPOL (Informationssystem Polizei), managed by the Bundeskriminalamt (BKA), the federal criminal police office. INPOL, operated on Oracle Software, stores data such as names, birth details, fingerprints, mugshots, and DNA records, though DNA information is not automatically logged. Facial images of suspects, arrestees, and missing persons are included. The system employs anatomical features from surveillance footage or images to match against INPOL data using Cognitec Face VACS software. As of March 2020, INPOL held 5.8 million images of 3.6 million individuals, accessible to all German police stations. The BKA also shares biometric data internationally through the Prüm cooperation.
Global Furniture chain use of "smart displays" to advertise more effectively	0
Guardia Systems deploys surveillance and security cameras in Beirut, Lebanon	The sources differ in determining the installation date of the surveillance cameras in Beirut, whereas the government have failed to reach a consensus on the projects in 2007, 2009 and 2011. However, by February 2014, the project was approved officially and given to Guardia Systems company. The project aimed extending a network of complex cameras within the scope of the Beirut province, established under the supervision of the Beirut Police in the Internal Security Forces. The cost of the project, including value-added tax, amounted to 36,300,000 USD.
Gunshot Detection used by Aventura Police Department	0
Gunshot Detection used by Huntsville Police Department	0
Gunshot Detection used by Rio Rancho Public Schools	0
HDR (Deployment, Lithuania)	0
HID Integrale for civil registration and vital statistics deployed in Antigua and Barbuda	0
Highway traffic safety control system (control circle) construction project in Qiannan Buyei and Miao Autonomous Prefecture, Guizhou	Build an intelligent traffic management system by establishing a big data management platform. By increasing the number of chokepoints and monitoring equipment, collecting data, and using big data to comprehensively analyze real-time traffic conditions, information, and safety hazards to prevent traffic accidents.
Hikvision Big data intelligent technology information collection equipment construction in Yongde Public security bureau	This is public tender information from the Yongde County Public Security Bureau. This project plans to purchase 57 HD and 6 high-speed dome cameras.
Hikvision CCTV deployed at Strand High School, Cape Town	A school in Cape Town has deployed Hikvision to identify bullies. It is not known whether facial recognition or video analytics is in use however this is a professional grade CCTV system. It can likely be added on and deployments of Hikvision in other contexts show it usually is.
Hikvision CCTV deployed in Palms Shopping Mall	Palms Shopping Mall is a vast mall in Lagos, Nigeria. Hikvision cameras were installed. The cameras are described as 'intelligent'. The features listed include people counting and automatic number plate recognition. While biometric usages cannot be ascertained, Hikvision camera systems can have this capability added on. The cameras here are not being used only for safety, but also to collect behavioural data for business insights which could imply the usage of some form of behavioural recognition.
Hikvision Facial Recognition in Foshan Campus of Guangdong University of Finance and Economics	This public notice of government bidding from Foshan City, Guangdong Province. The current project proposes to manage and control the access of people in the area by face recognition/ID card or campus card at the main entrances and exits of the campus (east gate, northwest gate, and north gate) and realize detailed records and statistics for all the people entering and exiting. At the same time, the face capture management system will be installed at the main entrances and exits of the campus, which can automatically extract the face characteristics of the people in the monitoring area, compare and control the blacklist, confirm the identity of the suspects; and query/analyze the suspects.
Hikvision deployed at 200 Total Ghana service stations	In order to secure over 200 service stations, TotalEnergies Ghana enlisted Steelholder Ghana and Hikvision to supply the video system. The system is 24/7 and lists object detection and anomaly detection as features. The use of facial recognition or other biometric usages cannot be ascertained. However given the usage of the system for security purposes and the capabilities of Hikvision systems to have facial recognition added on it can be speculated that this is at play. Furthermore anomaly detection sometimes contains elements of person tracking.
Hikvision deployed in Baha Mar Casino and Resort	Hikvision, who provide biometric technologies, provided the security system and cameras for a large resort in the Bahamas.
Home Quarantine App Hungary	0
Huawei Facial Recognition as part of Safe Philippines Project	This is a Safe city project spread out over 7 cities in Philippines. The project is being conducted by the Philippines national government in partnership with the government of China. Around 12,000 cameras will be deployed over the 7 cities which have facial recognition capabilities with the goal to improve safety, reduce crime. The technology for the cameras is being provided by Huawei.
Huawei SMART in Burkina Faso	In July 2021 the ministry of defense of Burkina Faso began SMART Burkina porject. The objective of this project is to fight against urban insecurity. The project initially takes place in two cities of the country Ouagadougou and Bobo-Dioulasso and involves deployment of 900 cameras. The SMART Burkina project is financially supproted by the Chinese government.
Huawei smart city in Shah Alem, Kuala Lumpur	Huawei smart city developments are planned for I-City and Shah Alam. The city will serve as a hub for sensor based smart technologies. It appears that the data generated will also be used for some form of predictive policing. The use of CCTV sensors is also mentioned. Developments are underway since 2022, however I-City has been a smart city since 2009. Huawei has been selected to partner with I-Berhad, the company which develops smart cities such as I-City in Malaysia.
Huawei smart city technologies deployed in Gaborone and Francistown	In Botswana, Huawei has provided support for two safe city projects. Huawei's Safe Cities are purportedly for the benefit of crime reduction, but often extend to mass surveillance, with a focus on the interoperability of computer vision technologies. So far, cameras have certainly been installed in Gaborone, the capital of Botswana, and are planned for Francistown, with the ultimate aim of cross-Botswana coverage. The installation process has been mired in political controversy over tendering, with Botswanas Public Procurement and Asset Board disputing the contracts.
Huawei smart city technologies deployed in Guyana	In 2017, the Chinese Government gave the Government of Guyana US$37.6 million for a National Broadband Expansion Project. Huawei is the supplier of the smart city technologies. The project is focussed on the development of e-governance and the expansion of broadband, but it has incorporated many elements of biometric surveillance. For example, the installation of 450 intelligent cameras around Guyana, the establishment of a control and command centre for the police, the supply of body worn cameras to police, the use of facial and license plate recognition technologies. Moreover the project is not limited to the 'city' but also includes smart healthcare video conferencing and camera placements in 11 schools.
Huawei smart city technologies deployed in Rustenburg, SA	Rustenburg is a small city with two large platinum mines. Around 2018, Huawei began deploying smart city technologies. One of the prime uses of the technology was the reduction of crime, for which features such as 'video analysis' and 'identification systems' are listed. The intelligent cameras deployed are described as having the ability to identify suspects based on demographic characteristics as well as clothing. It appears some form of face detection or person detection is in use.
Huawei smart city technologies deployed in Uganda	Since 2014, Uganda has contracted Huawei to install CCTV cameras around the country. The network has facial recognition and feeds back to a number of fusion centers. The regime has a poor record of abuse of surveillance technologies, for example an investigation in 2019 carried out by the Wall Street Journal found that Huawei employees had assisted surveillance efforts against political opponents. Huawei denied culpability for these efforts. The decision to sell surveillance technologies to Uganda itself has been criticised by civil society groups due to Uganda's record, for example in 2010 Uganda used spyware on public WiFi. The government has also openly admitted to using the CCTV network to trace the identity of protestors who were protesting against the regime. In 2022 the cameras are still in operation, with the exact number estimated at 5,000.
Huawei smart city technologies deployed in Zambia	Huawei has an influential position in Zambia. Many of Zambia's development projects are funded by Huawei and the state is indebted to them. A major element of these development projects is the ICT transformation in the country. Huawei has built a 75 million dollar data centre for the purposes of centralised egovernance in Zambia. Zambia is in the process of procuring a biometric national ID. In terms of video surveillance, Huawei reportedly installed cameras around Lusaka to surveil shops and identify motorists. In Uganda a similar network was found to have facial recognition. In Zambia, like in Uganda, Huawei technologies have also been associated with the interception of the political communications of political opponents (spying).
Huawei video surveillance network deployed by Ghana Ministry of National Security	In 2012, Ghana began cooperation with Huawei to install 800 security cameras in Accra, as well as crime centres to monitor the video. In 2018, they signed a deal with Huawei to expand the project to Alpha Phase 2, with the Chinese government providing funding for the acquisition. A report details that the nature of the expansion will include the addition of 'intelligent video analysis' and 'real time' fugitive detection. The camera network has been expanded to major cities and small districts in Ghana. Automatic number plate recognition is confirmed as a feature of the camera network. The report details that Huawei and the Chinese Government play a role in the management of the systems, it will only be fully handed over to the Ghana Ministry of National Security in the event of the projects completion. The 2019 report details that there has been concern from members in the Parliament about the system being owned by Huawei. Therefore it can be speculated that Huawei do indeed maintain ownership of the syste.
IBM Smart CCTV deployment in Toulouse	0
IBM Smart City technology in Accra, Ghana	In 2013, Accra was selected as a beneficiary of IBM smart city technology. Accra is a fast growing city and there was a need to manage the 'influx' of persons. IBM issued a report detailing the technological solutions that could be provided to Accra. A range of public and private sector actors were involved in consultations. It is not clear exactly whether biometric technologies have been employed. However these are a feature of other IBM smart city projects. Since 2021, Accra has installed a network of smart cameras from Huawei.
IBM Video Analytics used by New York Police Department	0
IBM facial recognition deployed in Penang	In 2017, the City Council of Penang acquired funding to secure the island using a network of cameras, to be rolled out between 2017-2020. The cameras were equipped with facial recognition capabilities from IBM. Penang City Council managed the network but is also stated that they link to the headquarters of police departments on the island. IBM has since discontinued its facial recognition for law enforcement products. However as the system was by then owned by the Council it is likely still in use.
IBM smart city technology deployed in Sekondi-Takoradi	In 2015 the twin cities of Sekondi-Takoradi became recipients of an IBM grant, and received consultancy from IBM on developments in their city. The metro also received a 500,000 dollar upgrade from IBM. The metro is since out of use. It is unclear whether biometrics were used as part of these smart city iniatiatives, but IBM smart cities often feature tools such as sensors, people tracking and face detection.
IDEMIA Face Recognition used by Harris County Sheriff's Office	0
IDEMIA Face recognition in Chile municipality	The Municipality of Las Condes and the Investigations Police implemented a video surveillance system for the commune, which includes facial recognition software that allows forensic analysis of images captured by security cameras. The software has the capacity to process 10 specialized cameras in real time for recognition, but it is also possible to upload external videos with images captured by other cameras for analysis. The algorithm used is Morpho Video Investigator (MVI), developed by IDEMIA. It works in conjunction with a database to match the images of faces registered in the database with the images of faces on video, and thus identify individuals who have committed crimes. The implementation began during 2019, with the municipality being in charge of the system infrastructure, while PDI is concerned with managing the software using its own database.
IFRS (Interpol)	0
IPSEC Malaysia deploys safe city software in Iskandar	In Iskandar, police use an integrated video management system to detect crimes. This forms part of the safe city plans for the region. Since 2012, IPSEC security has been the systems integrator for the video based technologies. The actual products in use are unknown. IPSEC's main partner for deployments in Malaysia is Dahua, who offer facial recognition. It is possible that forensic facial recognition or other forms of analytics are being used to carry out criminal investigations. It is mentioned that 'intelligent' video analysis is at play, and that anomalies and 'events' of interest can be detected.
ISS face recognition to secure São Paulo metro	ISS (Intelligent Security Systems) SecurOS FaceX facial recognition technology has been deployed in São Paulo Metrõ in Brazil. It is also capable to identify objects and tracking. It was officially inaugurated on November 21st 2022, with the goal to increase security and improve passenger services.
Idemia Biometric Voter Database in Tchad	Government of Chad implemented biometric registration of voters in 2016
Idemia Face Recognition used by Albuquerque Police Department	0
Idemia Face Recognition used by Colorado Bureau of Investigation	0
Idemia Face Recognition used by Delaware State Police	0
Idemia Face Recognition used by Hawaii County Police Department	0
Idemia Face Recognition used by Hawaii Criminal Justice Data Center	0
Idemia Face Recognition used by Honolulu Police Department	0
Idemia Face Recognition used by Kauai County Police Department	0
Idemia Face Recognition used by Maui County Police Department	0
Idemia Face Recognition used by Pennsylvania Justice Network	0
Idemia Face Recognition used by Pierce County Police Department	0
Idemia Fingerprint/Iris/Facial data collected for national ID card in Nepal	Nepal has started a national ID card system for which the citizens' biometric information (fingerprints, iris, photo) have been taken. The work to build this system is being conducted by IDEMIA. It is being reported that a part of this project was funded by the Asian Development Bank. The plan is to use this national ID card as a proof of citizenship and also in order to distribute government services and social security benefits
Idemia, Dataworks Plus Face Recognition used by New York Police Department	0
Innovatrics ABIS deployments in Guinea	Innovatrics ABIS is helping digitize paper files of the Guinean police. “The automatization brought by ABIS will shorten the time needed for identification from hours to seconds, and it will be made available to all police stations in the country,” Juraj Stubner, responsible for the delivery of the system, explains. Any new fingerprint loaded into the ABIS is immediately checked against existing records, instantly notifying the user of potential matches in open cases. The accuracy of biometrics allows us to prevent judicial errors and will greatly help us in administering justice,” he adds. Innovatrics is also providing the required training and know-how necessary for the police to efficiently use ABIS for their intended purposes. Innovatrics is a trusted provider of ABIS and other biometric solutions founded in 2004.
Innovatrics Face Recognition deployment at elections in Guinea	The Government of Guinea used Innovatrics Face Recognition system for its elections. Through a face recognition upgrade, the biometric registry solution could perform 1-to-all facial identification for every voter, include face and fingerprints in the biometric voter profile, and conduct an extra identity check inside the same voting center. The detected duplicates were then removed to prevent multiple voting. After checking for duplicates, the photos in the registry were also analyzed by the AI to identify minors. As a result, more than 200,000 ineligible voters, which includes duplicates and minors, have been selected and removed from the electoral register.
Innovatrics deployed by Namibian postal and banking services	Since 2006, usage of Namibias national postal service and its corresponding banking services requires biometric identification via fingerprinting. Microfin is a subsidiary of The service is explicitly targeted at those who lack other forms of formal identification, namely those in rural areas with limited access to other services, and those who are subjected to benefits from 'microfinance' initiatives. Innovatrics can be identified as the supplier of the automated fingerprint identification system (AFIS). Innovatrics supply a range of other biometric solutions to states and companies.
IntelliSite Video Analytics used by Fremont Police Department	0
IntelliSite Video Analytics used by Riverbank Police Services	0
Intelligent construction projects including "Sharp Eyes project" and "Smart and Safe community" in Huili, Sichuan"	From government public bidding documents. This project's main construction content and scale include a front-end sensing system, video networking sharing platform expansion, social resources access platform, smart, safe community data aggregation capability services, comprehensive governance command center, network system, security system, and computer room system construction.
IrisGuard Iris recognition in Timor Leste	The Banco Nacional de Comercio de Timor-Leste (BNCTL) is bringing iris recognition technology to Timor-Leste in partnership with IrisGuard and EyeTrust LDA. This will allow people to use ATMs and other financial services through iris recognition. The hope is that this development makes financial services and government welfare distribution more accessible. The software used is EyePay Network and EyePay Phone.
JamaicaEye smart CCTV deployed by Jamaican Ministry of National Security	JamaicaEye is a network of public and private cameras in Jamaica which is managed by the Jamaican National Security Ministry and monitored by the Jamaican Constabulary Force (police). Any citizen or business can apply to have their own cameras feed networked and monitored, and may receive an alert when unusual activity is detected. The police have detailed that they use the cameras for criminal investigations and traffic monitoring. In 2018, the Jamaican Observer reported that the feeds are run through video analytics software including facial recognition, license plate recognition, geofencing and crowd counting. However these features are not outlined on the JamaicaEye website.
Jinghe street comprehensive governance center and "Sharp eyes project" construction projectin Dongxihu District, Hubei	From government public documents. The project construction includes the street intelligent and comprehensive governance management platform and its subsystems, network security system, and computer room construction. In addition, the 142 video surveillance images and video storage devices built in the previous period will be relocated from the street police station to the central computer room of this project at a later stage of construction and incorporated into the unified platform management. A total of 453 cameras will be purchased.
KASTU (Finland)	0
Korte Putstraat (Stopped)	In the Korte Putstraat during the recent carnival, smart cameras identified 11,381 faces by late afternoon, ensuring that no one could enter unnoticed, even with disguises like fake mustaches or stylish glasses. According to Boujrad, the system effectively maintained order during what was a relatively quiet carnival. Only a handful of individuals, those who significantly misbehaved, received a temporary three-day ban from the street. Repeat offenders were quickly recognized and removed by the cameras, which happened on only two occasions. Adema assures that privacy concerns are unwarranted, as the software only retains data on those who have previously committed offenses, deleting all other data promptly.
L&T Facial Recognition in Nagpur	As part of a smart city project in Nagpur, Larsen & Toubro Technology services developed a facial recognition system amongst other products to be utilised by the Nagpur Police. 3,698 CCTV cameras have been installed with AI capabilities to detect crimes and accidents. This system will be monitored from a dedicated City Operation Centre at the Nagpur Municipal Corporation as well as the Command and Control centre at the police headquarters
Lanseria smart city initiative plans to deploy facial recognition	Lanseng is set to become one of South Africas smart cities. The plans are currently under discussion as the proposal has been released. The plans feature the establishment of a CCTV network with facial recognition capabilities.
Laxton Group biometric voting deployment planned in Liberia	Biometric voting is set to be introduced in Liberia's next election. However, the process has been controversial within the state. Laxton group was announced as the provider in November 2022. This has yet to be fully confirmed.
Living Lab International Zone	The Living Lab International Zone focuses on advancing security technologies by fostering collaboration among organizations with diverse international regulations. This is achieved through a platform developed within the lab that facilitates the sharing of security information. Additionally, the lab conducts web monitoring using specialized software that identifies online activities relevant to organizational or area safety. One key project, the "Eye and Ear" experiment, integrates acoustic sensors with camera surveillance to streamline incident response, directing cameras automatically and enabling live feeds to police. Future plans include establishing an area monitoring center to analyze incoming data and inform police actions. Participation in the lab is by invitation, with partners including government bodies and security organizations.
Living Lab Stratumseind	The Living Labs initiative, focusing on enhancing public safety, conducts field trials financed by the requesting parties. Participants, such as Tilburg University, Eindhoven University of Technology, and companies like Intel and ViNotion, must align their innovations with the lab's goals and contribute raw data to Eindhoven's open data portal. One innovative application, ViNotion's ViSense technology, provides real-time insights into the safety and movements of visitors in Eindhoven’s nightlife areas. It can proactively detect potential crowd congestion or emerging violence, ensuring privacy by anonymizing data. Stratumseind, known for its high violence rates linked to alcohol consumption, serves as a crucial testing ground for these technologies, including Oddity’s violence detection algorithm, started in July 2019.
MOBESE City Security system in Istanbul, Turkey	MOBESE City Security System was first established in the 2005 in Istanbul as one world's most crowded cities, then the project was taken to the direct supervision of the General Directorate of Security by 2008. According to some sources, MOBESE systems have reduced the crime rate in Istanbul by 60% since its establishment. Being the biggest step of the e-government project within Turkey and in line with the EU standards, MOBESE has the feature of being the world's largest and most successful project in its field.
Madrid Estacion Sur	0
Mannheim public surveillance	0
Maryland Image Repository System (MIRS) - Deployment	0
Mass Iris Scan Collection in Qinghai	0
Mass biodata collection in Xinjiang	0
Melbourne Smart City	0
Milestone VMS and facial recognition at Swinburne University of Technology	0
Milestone VMS on Canyon School District Buses	Canyons School District in Utah upgraded its buses with Milestone VMS solution, using Sintron Technologies' servers and Axis Communications' cameras. The solution, lauded by Security Solution Awards, offers redundant storage and remote access. Though not confirmed, facial recognition like SAFR could integrate, given Milestone's flexibility. With increasing security concerns, such additions may become prevalent, especially after incidents like school shootings.
Milestone VMS on Utah transport systems	In 2013, the Utah Transport Authority (UTA) enhanced its surveillance system by adopting Milestone VMS, a flexible video management software with analytic capabilities. This upgrade allowed the addition of functionalities such as facial recognition, object analysis, and situational awareness to aid in identifying criminal activities, obstructions, and triggering alarms. With an open platform for centralized control, Milestone VMS facilitates the integration of smart cameras and future expansions. By 2015, the system included over 1,000 cameras managed across nine servers, with potential for further expansion. The adoption of Milestone technology has improved video quality, enabled efficient monitoring, investigation, and evidence management, and had a positive financial impact by aiding in damage recovery and preventing incidents.
Mobotix Real-Time Crime Center used by Westchester County Police Department	0
Monitoring Kortrijk	0
Motorola Solutions Real-Time Crime Center used by Dallas Police Department	0
Motorola Solutions, BriefCam Video Analytics used by Santa Fe Regional Emergency Communications Center	0
NEC Face Recognition Search Engine in Hungary	0
NEC Face Recognition in Georgia	0
NEC Face Recognition in Surat	For the purpose of investigations and surveillance, Surat City police has started the use of facial recognition software developed by NEC and Innovative Telecom & Softwares. They are utilizing NEC's NeoFaceWatch product for CCTV surveillance and NeoFace Reveal for the purposes of criminal investigation. The hope from the Surat city police is that the technology will help in solving crime cases, as well as improving the safety in the city.
NEC Face Recognition used by Bexar County Sheriff's Office	0
NEC Face Recognition used by DeSoto Police Department	0
NEC Face Recognition used by Grand Prairie Police Department	0
NEC Face Recognition used by Irving Police Department	0
NEC Face Recognition used by Ohio Bureau of Criminal Investigation	0
NEC Facial Recognition in Tangerang	AEON Mall Bumi Serpong Damai has appointed NEC to provide CCTV cameras with the NEC Field Analyst technology which has facial recognition capabilities that can assess a person's gender and age. Moreover, they can serve as people counting systems. They hope to use the information collected to improve mall security and to understand customer movements better
NEC NeoFace Thermal Express in major Hawaii Airports	0
NEC Neocenter Face Recognition in Tigre	The municipality of Tigre implemented a new security system from NEC company. NeoCenter is the name of the face recognition software that helps identify people with criminal records or missing civilians. The technology of NEC is also capable of identifying people who repeatedly take the same route. In these situations, the system issues an alarm at the Tigre Operations Center.
NEC Technology in Lisbon	0
NEC Technology with Metropolitan Police	0
NEC and Irving Police Department, TX	0
NEC smart transportation technology in Malaysia	Since 2015, NEC has been rolling out smart transportation systems in Malaysia. The systems use sensor based tools and CCTV, which can serve as platforms for facial recognition software or other biometrics. In 2020, NEC Malaysia invited patrons to view biometric solutions which they had deployed in Malaysia in their offices in Malaysia. For this reason it can be speculated that some form of biometrics are in use in the extensive smart transportation systems deployed by NEC. The systems on trains in particular have been marketed as providing security against 'terror attacks'.
NOLA Public Safety Plan	0
NOVA.mobil FR in Hungary	0
Namibian Police Force deploy automatic facial and fingerprint identification system	In 2016, Namibian Police Force became one of the first police forces in Southern Africa to launch an automated fingerprinting and facial recognition system (N-ABIS). So far the system has been used only for the issuance of police certificates. However the presence of the system could suggest wider usage, in particular as the police also use a network of surveillance cameras in Windhoek.
Nationwide network of biometric ready cameras in South Africa	0
NiceVision Video Analytics used by Denver Regional Transportation District - Transit Police	0
NtechLab Facial Recognition in 12 schools of Abidjan	In 12 schools of Abidjan Russian software company NTechLeb deployed cameras with facial recognition technology to track the presence of pupils in school. The facial images of pupils are used to detect when they enter and leave the school and then the information about pupils is sent to their parents through Telegram or "Mon Enfant" (My Child) app. The technology is being implemented by NTechLab together with a local company Ivoire Biometrie. [[CiteRef::ivoirebiometrieIvoireBiometrie2022
NtechLab Facial Recognition in a university in Colombo	The National Institute of Business Management in Colombo, Sri Lanka has installed a facial recognition system for the purpose of checking attendance of students as well as providing them access to the university. The companies which are involved in the development and implementation of this system are NtechLab, a Russian facial recognition software provider and Green Orgro, a local company.
Nubicom facial recognition system in Salta city	The province of Salta in Argentina started using face recognition security cameras in 2018, following a tender by the Argentine Ministry of Security for the project "Salta Segura". The software is managed by Nubicom. The hardware was made by Datandhome, but due to serious breaches of contract, the Ministry of Security rescinded the company and contracted directly with Nubicom.
Palantir and the Northern California Regional Intelligence Center (NCRIC)	Motherboard uncovered documents revealing Palantir's extensive influence in California. From January 2012 to March 2017, about 300 cities, with a total population of 7.9 million, accessed Palantir's Gotham service through the NCRIC, operated by the Department of Homeland Security. NCRIC combines resources from 14 counties in Northern California. Palantir's Gotham and Foundry services are utilized, enabling police departments to request data covertly. While NCRIC plans to switch to SAS, Palantir's spokesperson stated that the license permits indefinite use. NCRIC employs Palantir for intelligence management in counterterrorism, drug trafficking, and other criminal investigations. Although Palantir doesn't offer facial recognition, its data can be integrated with such technology, expanding surveillance capabilities extensively.
Pangea biometric system in the Democratic Republic of the Congo	Israel's Pangea has been awarded a government contract by the Democratic Republic of Congo (DRC) worth more than $70 million. The firm will develop a centralized, automated criminal biometric identification system. The system will enable the creation of a nationwide digital database that will include the demographic and face and fingerprint biometrics of offenders currently listed in the archive. The database will reportedly be accessible from 150 police stations across the country.
Part of the tourist attractions and some areas of the new city Sharp Eyes project construction projects in Shangli County, Jiangxi	Sharp Eyes project construction, operation, and maintenance, service integration. This project plans to further improve the construction of the video monitoring system in Shangli County, to carry out the construction of the county-wide "Sharp Eyes Project" in a focused and hierarchical manner, to establish a county-wide video image resource networking and integration and sharing application mechanism, and to realize the networking application of cross-regional video image resources throughout the county.
Pelco VMS deployed at Murtala Muhammed Airport	Murtala Muhammed Airport, Terminal 2, a major Nigerian airport, received an upgrade to its video system from Perlo. The new video management system (VMS) Pelco VideoXpert allows for video analytics with high resolution cameras. It can be speculated that facial recogniton and other forms of biometric surveillance may be in use as Perlo provides these add ons for their VMS systems.
People counting in Nijmegen	In March 2019, Nijmegen became the first municipality to deploy twenty sensors using a novel technology for pedestrian counting. Unlike traditional WiFi trackers, this system utilizes cameras equipped with software that immediately converts images into non-visual, non-personal data. The movements of people, cyclists, and cars captured by the cameras are transformed into lines, and this abstraction is the only data transmitted to the central application. Access to the original camera footage is restricted; raw data is deleted after processing. Nijmegen purchased the sensors outright and now only incurs maintenance costs. Additionally, a processing agreement ensures the developer and installer of the sensors cannot access either the raw or processed data.
Pilot Project Südkreuz Berlin	0
Project KICK	Central cities are exploring big data monitoring through the European EFRO project KICK ("Kernversterking in CentrumKernen"), utilizing sensors and smart cameras for pedestrian counting, tracking shopping flows, stay durations, movement patterns, and assessing the impact of events. The project, with partners including POM West Flanders, Entrepreneurs Centers West Flanders, and cities of Brugge, Kortrijk, Ieper, Roeselare, and Economic House Ostend, has a budget of €1,937,675 over two years. Brugge's contribution is €331,100, supported by subsidies from EFRO (40%), Hermes (20%), and the Province of West Flanders (10%).
Project NOLA Real-Time Crime Center used by Collins Police Department	0
Project NOLA Real-Time Crime Center used by Hattiesburg Police Department	0
Project NOLA Real-Time Crime Center used by New Castle Police Department	0
Project NOLA Real-Time Crime Center used by St. Bernard Parish Sheriff's Office	0
Project NOLA Real-Time Crime Center used by Woodbury Police Department	0
Project VOIE (Vidéoprotection Ouverte et IntégréE)	0
Public security video surveillance "Sharp eyes project - face recognition - electronic information collection" equipment service project in Nayong, Guizhou	A total of 666 Hikvision cameras of all types were purchased for this project. In addition, the face recognition and collection and storage system was upgraded on the original system of the Public Security Bureau.
Public security video surveillance construction networking application project (sharp eyes project) construction in Dongchangfu District, Liaocheng, Shandong	From government public bidding documents. The original project consisted of three contract packages. This project is the second tender for the third contract package, the content of the title "urban equipment." A total of 100 cameras are included, 53 of which are for managing religious sites of the Bureau of Nationalities and Religions.
Public surveillance in Almetyevsk	0
Public surveillance in Portland, Oregon	0
Public surveillance in Tyumen region	0
Purchase of Facial Recognition Technology by MUP (Croatia)	0
RADWIN video surveillance deployed in Windhoek	In 2016, a video surveillance system was installed in Windhoek, Namibia's capital city. The network is based on an upgrade to the Wifi system. It is monitored by the Namibian Police Force and oversees major intersections and 'crime hotspots'. Radwin is a wireless solutions company who do not actually provide facial recognition, but emphasise that their solutions can have it plugged in due to the enhanced connectivity and the capabilities of the cameras. The 'advantages' of this Radwin solution are listed as including facial identification and license plate recognition for criminal investigations. While it is unclear whether facial recognition or other forms of computer vision are in use, the network forms part of smart city development plans for Windhoek, and the police have since become one of the first southern African police forces to use automated facial as well as fingerprint recognition.
Real-Time Crime Center used by Albuquerque Police Department	0
Real-Time Crime Center used by Atlanta Police Department	0
Real-Time Crime Center used by Austin Police Department	0
Real-Time Crime Center used by Baton Rouge Police Department	0
Real-Time Crime Center used by Birmingham Police Department	0
Real-Time Crime Center used by Broward County Sheriff's Office	0
Real-Time Crime Center used by Capital Region Crime Analysis Center	0
Real-Time Crime Center used by Central New York Crime Analysis Center	0
Real-Time Crime Center used by Charlotte-Mecklenburg Police Department	0
Real-Time Crime Center used by Chicago Police Department	0
Real-Time Crime Center used by Chino Police Department	0
Real-Time Crime Center used by Cincinnati Police Department	0
Real-Time Crime Center used by Coral Gables Police Department	0
Real-Time Crime Center used by Coral Springs Police Department	0
Real-Time Crime Center used by Denver Police Department	0
Real-Time Crime Center used by Detroit Police Department	0
Real-Time Crime Center used by Erie Crime Analysis Center	0
Real-Time Crime Center used by Florida State University Police Department	0
Real-Time Crime Center used by Fort Myers Police Department	0
Real-Time Crime Center used by Fort Worth Police Department	0
Real-Time Crime Center used by Franklin County Sheriff's Office	0
Real-Time Crime Center used by Harris County Sheriff's Office	0
Real-Time Crime Center used by Hartford Police Department	0
Real-Time Crime Center used by Hobbs Police Department	0
Real-Time Crime Center used by Houston Police Department	0
Real-Time Crime Center used by Hudson Valley Crime Analysis Center	0
Real-Time Crime Center used by Huntsville Police Department	0
Real-Time Crime Center used by Jackson Police Department	0
Real-Time Crime Center used by Jacksonville Sheriff's Office	0
Real-Time Crime Center used by Jefferson County Sheriff's Office	0
Real-Time Crime Center used by Lansing Police Department	0
Real-Time Crime Center used by Las Vegas Metropolitan Police Department	0
Real-Time Crime Center used by Long Beach Police Department	0
Real-Time Crime Center used by Louisville Metro Police Department	0
Real-Time Crime Center used by Memphis Police Department	0
Real-Time Crime Center used by Miami Gardens Police Department	0
Real-Time Crime Center used by Miami-Dade Police Department	0
Real-Time Crime Center used by Minneapolis Police Department	0
Real-Time Crime Center used by Mohawk Valley Crime Analysis Center	0
Real-Time Crime Center used by Monroe Crime Analysis Center	0
Real-Time Crime Center used by Montgomery County Sheriff's Office	0
Real-Time Crime Center used by Montgomery Police Department	0
Real-Time Crime Center used by New Orleans Office of Homeland Security	0
Real-Time Crime Center used by New York Police Department	0
Real-Time Crime Center used by Newark Police Department	0
Real-Time Crime Center used by Niagara Intelligence and Crime Analysis Center	0
Real-Time Crime Center used by North Country Crime Analysis Center	0
Real-Time Crime Center used by Ogden Police Department	0
Real-Time Crime Center used by Orlando Police Department	0
Real-Time Crime Center used by Pasco County Sheriff's Office	0
Real-Time Crime Center used by Philadelphia Police Department	0
Real-Time Crime Center used by Pittsburgh Police Department	0
Real-Time Crime Center used by Riviera Beach Police Department	0
Real-Time Crime Center used by Sacramento Police Department	0
Real-Time Crime Center used by Seattle Police Department	0
Real-Time Crime Center used by Southern Tier Crime Analysis Center	0
Real-Time Crime Center used by Springfield Police Department	0
Real-Time Crime Center used by St. Louis Police Department	0
Real-Time Crime Center used by Suffolk Crime Analysis Center	0
Real-Time Crime Center used by Tampa Police Department	0
Real-Time Crime Center used by Toledo Police Department	0
Real-Time Crime Center used by West Palm Beach Police Department	0
Real-Time Crime Center used by Westchester County District Attorney	0
Real-Time Crime Center used by Wilmington Police Department	0
Real-Time Crime Center used by Worcester Police Department	0
Reporty App Nice (Stopped)	0
Romanian Police use of Facial Recognition (NBIS)	0
Royal Bahamas Police Force Real Time Crime Center	The Royal Bahamas Police have established a real time crime center. Connected to the expansion of CCTV and aerial surveillance across the islands, the center facilitates cooperation between the agencies and the different technologies. A large video screen provides video footage of anywhere in The Bahamas. While it is not specified whether they are using facial detection, they are using real time footage and technologies such as ShotSpotter. Some police have also begun to wear body cameras.
Rural "Sharp Eyes Project" construction project in Yanshan County, Jiangxi	The project construction covers all natural administrative villages in the area of Yanshan County, following the "5+2+X" model ('5' refers to the installation of more than 5 surveillance cameras in administrative villages, '2' refers to the installation of more than 2 surveillance cameras in villagers' groups, 'X' refers to the rural Sharp Eyes project the third type of resource surveillance cameras). Making the number of the third type of resource "X" bigger and expanding the scale of coverage, a total of 2300 different types of camera procurement.
Rural Sharp Eyes Project in Zhanggong District, Ganzhou, Jiangxi	The project builds a total of 399 monitoring points, including 399 cameras.
Rural Sharp Eyes project expansion project in Yongxin County, Jiangxi	This project consists of two parts, A and B project. A project plans to procure 477 cameras, expand backend storage and platform hardware and software, and upgrade central and backup server room construction. B project plans to build 2190 video surveillance points.
SARI (Deployment)	0
SARI Enterprise in Como	0
SDAIA Supervises Facial Recognition Technologies In Saudi Arabia	The SDAIA is taking the lead in using the dataset technologies and artificial intelligence to establish a analyse system and security monitoring cameras in collaboration with the ministry of interior and the state security department. This comes under the initiatives of M. bin Salman for raising the security level in the country, insuring the proper management of crowd and tracking the data in case of accidents and crimes.
SNEF Smart CCTVs in Marseille	0
STC Provides Zero Touch Surveillance Monitoring Technology in Bahrain	The STC Bahrain, one of the leading digital technology companies in the region, announced the launch of the Unified Automatic Monitoring System and the “uNOC” program in partnership with Huawei, as the first of its kind in the Middle East and North Africa to operate through a single platform that uses the latest technologies such as automation and Zero Touch technologies.
Safe City & Surveillance system for Social Comprehensive Management in Urumqi High-tech Zone (New Urban Area), Xinjiang	0
Safe City (Balykchy)	0
Safe City (Belgrade)	0
Safe City (Dushanbe)	0
Safe City (Kharkiv)	0
Safe City (Kyiv)	0
Safe City (Mariupol)	0
Safe City (Norilsk)	0
Safe City (Odesa)	0
Safe City (Omsk)	0
Safe City (Osh)	0
Safe City (Tashkent)	0
Safe City (Ulaanbaatar)	0
Safe City (Volgograd)	0
Safe City (Yekaterinburg)	0
Safe City Malta	0
Safe City Pilot (La Défense)	0
Safe City Pilot Project (Nice)	0
Safe City Project in Yutian, Xinjiang	0
Safe City Technology in Armenia	0
Safe City deployments in Mauritius	Mauritius had insufficient results to handle its security needs, primarily due to the growing number of urbanised cities in the country. As a result, Police Force of the country, together with Chinese Huawei launched the Safe City system in the country. It covers multiple cities and involves deploying different systems, in particular cameras with facial recognition technology, to increase the safety levels of the island. The Safe City system includes facial recognition technology, video analysis providing intelligent search, information for incident investigations.
Safe City on the border with Ukraine	0
Safe City project in Gilgit Baltistan	0
Safe City project in Marseille (Observatoire Big Data de la Tranquillité Publique)	0
Safe city (Yakutsk)	0
San Diego Smart City	0
San Francisco SafeCity Camera Program	0
San Jose Smart City	0
Scarface predictive policing deployed at mines	Bidvest Protea Coin, a South African security company, has deployed a high grade system for the tracking of suspect persons at mines around the country. The system is termed 'Scarface' and consists of an algorithm for identifying 'early' signs of transgression. It uses facial recognition and appears to be connected to other criminal databases. It can be described as predictive policing to the extent that it makes a claim to the early identification of the 'signs' of suspicious individuals, aiming to prevent crime before it occurs. It also claims not to rely on the intervention of a person (user) to make an analysis. It appears the system may not be limited only to mines and may serve as the bedrock for a general predictive policing system.
Seattle Mesh Network	0
Second Phase of Smart City development (Kyrgyzstan)	0
Security Protection and Prevention Control System in Luopu, Xinjiang	0
Security Protection and Prevention Control System in Moyu County, Xinjiang	0
Security Protection and Prevention Control System in Pishan County, Xinjiang	From government public bidding documents
Security and Control System and Civil Aviation Public Security Checkpoint Construction Project in Qingdao, Shandong	From government public bidding documents. The main construction scope of this project is the airport interior as well as security and public security checkpoints around the airport.
Security and control system construction front-end perception equipment project (Second) in Daqingshan County, Heilongjiang	From government public bidding documents. This project plans to purchase a number of front-end equipment for the construction of the security and control system. A total of 4 cameras were purchased and equipped with various equipment installed with the cameras.
Security and control system construction project in Xinbei district, Jiangsu	0
Security cameras Mechelen-Willebroek	0
Serenicity project (Saint-Etienne)	0
Sharp Eyes Project Construction Project (Phase III) in Fengtai District, Beijing	Including Camera deployment in public areas and the video platform expansion.
Sharp Eyes Project Expansion Project in Weiqiao, Shandong	0
Sharp Eyes Project Integrated Program in Chengxiang District, Putian, Fujian	From government public bidding documents. The total project consists of four contract packages. This contract package is for the construction of road HD cameras, and 510 units are planned to be purchased in the RFP.
Sharp Eyes Project Phase II Construction Project in Yujiang District, Yingtan, Jiangxi	This project plans to purchase 2023 different types of cameras, expand the capacity of video and picture cloud storage on the original basis, and upgrade the command center.
Sharp Eyes Project Phase II Project in Hanjiang District, Yangzhou, Jiangsu	The project intends to build vehicle micro points at the entrances and exits of parking lots in the business district, renovate the display system and conference control system in the comprehensive command room, expand the video sharing application platform and core network, and integrate access to social surface monitoring resources, etc.
Sharp Eyes Project Phase III in De'an County, Jiangxi	This project consists of two contract packages. The first one is planned to purchase 655 different types of cameras with the corresponding back office setup. The second one is planned to purchase 1044 cameras.
Sharp Eyes Project in Ulanqab, Inner Mongolia	It mainly contains three major construction contents: front-end point construction, network construction, application platform construction, and security system construction.
Sharp Eyes Project in Xiang'An District, Xiamen, Fujian	From government public bidding notice. The bidding documents for this project are not available. The current information available for this project consists of three contract packages. The monitoring locations are Xinwei Town, Neicuo Town, Ma Xiang Town, Dadeng Street, and Xindian Town in Xiangan District.
Sharp Eyes project monitoring platform upgrade overall operation and management project in Longwan District, Wenzhou, Zhejiang	This project is mainly in Longwan District, Wenzhou City, the construction of a network video surveillance system, can intuitively understand and master the monitoring area of the dynamic security situation to make up for the lack of human defense, effective combat, prevention of street crime, to facilitate post-event investigation and evidence collection and special case investigation, maximize the compression of crime space, enhance deterrence, improve social security management level.
Sharp Eyes project purchase services procurement in Hanshou County, Hunan	Build surveillance cameras at 779 different places while supporting the construction of a video face information platform, face resolution system, vehicle resolution system, cloud storage system, etc.
Sharp Eyes project surveillance points resources supplement construction project (Phase 1) in Zezhou County, Shanxi	0
Sharp Eyes project upgrade project in Luanzhou, Hebei	This construction plan includes three contract packages with a total of 1,734 surveillance points and their lines connected to the city's Comprehensive Social Security Management Center.
ShotSpotter Gunshot Detection used by Albuquerque Police Department	0
ShotSpotter Gunshot Detection used by Asbury Park Police Department	0
ShotSpotter Gunshot Detection used by Atlanta Police Department	0
ShotSpotter Gunshot Detection used by Baton Rouge Police Department	0
ShotSpotter Gunshot Detection used by Bell Gardens Police Department	0
ShotSpotter Gunshot Detection used by Birmingham Police Department	0
ShotSpotter Gunshot Detection used by Calumet City Police Department	0
ShotSpotter Gunshot Detection used by Camden County Police Department	0
ShotSpotter Gunshot Detection used by Chicago Police Department	0
ShotSpotter Gunshot Detection used by Denver Police Department	0
ShotSpotter Gunshot Detection used by Detroit Police Department	0
ShotSpotter Gunshot Detection used by East Carolina University Police Department	0
ShotSpotter Gunshot Detection used by East Chicago Police Department	0
ShotSpotter Gunshot Detection used by East Orange Police Department	0
ShotSpotter Gunshot Detection used by East Palo Alto Police Department	0
ShotSpotter Gunshot Detection used by Everett Police Department	0
ShotSpotter Gunshot Detection used by Fort Myers Police Department	0
ShotSpotter Gunshot Detection used by Fresno Police Department	0
ShotSpotter Gunshot Detection used by Glendale Police Department	0
ShotSpotter Gunshot Detection used by Hartford Police Department	0
ShotSpotter Gunshot Detection used by Hillsborough County Sheriff's Office	0
ShotSpotter Gunshot Detection used by Jackson Police Department	0
ShotSpotter Gunshot Detection used by Jacksonville Sheriff's Office	0
ShotSpotter Gunshot Detection used by Lake Park Police Department	0
ShotSpotter Gunshot Detection used by Las Vegas Metropolitan Police Department	0
ShotSpotter Gunshot Detection used by Little Rock Police Department	0
ShotSpotter Gunshot Detection used by Long Beach Police Department	0
ShotSpotter Gunshot Detection used by Louisville Metro Police Department	0
ShotSpotter Gunshot Detection used by Metro Nashville Police Department	0
ShotSpotter Gunshot Detection used by Metropolitan Police Department	0
ShotSpotter Gunshot Detection used by Miami Gardens Police Department	0
ShotSpotter Gunshot Detection used by Miami Police Department	0
ShotSpotter Gunshot Detection used by Miami-Dade Police Department	0
ShotSpotter Gunshot Detection used by Minneapolis Police Department	0
ShotSpotter Gunshot Detection used by Monmouth County Prosecutor's Office	0
ShotSpotter Gunshot Detection used by Montgomery Police Department	0
ShotSpotter Gunshot Detection used by New Bedford Police Department	0
ShotSpotter Gunshot Detection used by New Haven Police Department	0
ShotSpotter Gunshot Detection used by New York Police Department	0
ShotSpotter Gunshot Detection used by Newark Police Division	0
ShotSpotter Gunshot Detection used by Newburgh Police Department	0
ShotSpotter Gunshot Detection used by Newport News Police Department	0
ShotSpotter Gunshot Detection used by North Chicago Police Department	0
ShotSpotter Gunshot Detection used by Oakland Police Department	0
ShotSpotter Gunshot Detection used by Palm Beach County Sheriff's Office	0
ShotSpotter Gunshot Detection used by Pittsburgh Bureau of Police	0
ShotSpotter Gunshot Detection used by Redwood City Police Department	0
ShotSpotter Gunshot Detection used by Richmond Police Department	0
ShotSpotter Gunshot Detection used by Riviera Beach Police Department	0
ShotSpotter Gunshot Detection used by Rochester Police Department	0
ShotSpotter Gunshot Detection used by Rockford Police Department	In 2018, the Rockford Police Department allocated $310,000 toward implementing ShotSpotter, a gunshot detection technology. This investment aimed to enhance public safety by swiftly detecting and locating gunfire incidents. The system utilizes sensors to pinpoint gunfire and alerts law enforcement, aiding in rapid response and crime prevention efforts within the community.
ShotSpotter Gunshot Detection used by Sacramento County Sheriff's Office	0
ShotSpotter Gunshot Detection used by Sacramento Police Department	0
ShotSpotter Gunshot Detection used by Saginaw Police Department	0
ShotSpotter Gunshot Detection used by San Diego Police Department	0
ShotSpotter Gunshot Detection used by San Francisco Police Department	0
ShotSpotter Gunshot Detection used by San Juan Police Department	0
ShotSpotter Gunshot Detection used by San Mateo County Sheriff's Office	0
ShotSpotter Gunshot Detection used by Springfield Police Department	0
ShotSpotter Gunshot Detection used by St. Louis County Police Department	0
ShotSpotter Gunshot Detection used by St. Louis Metropolitan Police Department	0
ShotSpotter Gunshot Detection used by Syracuse Police Department	0
ShotSpotter Gunshot Detection used by Tampa Police Department	0
ShotSpotter Gunshot Detection used by Toledo Police Department	0
ShotSpotter Gunshot Detection used by University of California San Diego Police Department	0
ShotSpotter Gunshot Detection used by University of Maryland Police Department	0
ShotSpotter Gunshot Detection used by University of West Georgia Police Department	0
ShotSpotter Gunshot Detection used by West Palm Beach Police Department	0
ShotSpotter Gunshot Detection used by Winston-Salem Police Department	0
ShotSpotter Gunshot Detection used by Worcester Police Department	0
ShotSpotter Gunshot Detection used by Youngstown Police Department	0
Shotspotter Gunshot Detection used by Memphis Police Department	0
Shotspotter Gunshot Detection used by Pittsburgh Police Department	0
Shotspotter Gunshot Detection used by South Gate Police Department	0
Simplified Arrival facial recognition deployed in Lynden Pindling International Airport	'Simplified Arrival' allows for the biometric surveillance of passengers entering the US from the Bahamas
Smart Border Control at Zürich Airport	0
Smart CCTV deployed at Bridgetown Port	Smart CCTV appears to be in use at Bridgetown Port, which has greatly expanded its CCTV network. A control and command center has also been set up to monitor the footage. The cameras are said to be using 'artificial intelligence' to detect movement.
Smart CCTV in Aktau	0
Smart CCTV in Almaty	0
Smart CCTV network deployed by Nigerian governmental body	Viseum, a UK based video analytics company, has been involved with the deployment of CCTV networks to protect critical infrastructure in Nigeria. As Viseum only sells to governments and police bodies, it can be speculated that they are monitoring the CCTV footage. Visuem cameras can have face recognition and people tracking software as is listed. It is possible that Visuem has also supplied the cameras for safe city projects in Nigeria.
Smart CCTV with audio detection in Rouen public transportation	0
Smart City (Saint Petersburg)	0
Smart City Safe CCTV Adelaide	0
Smart Security Platform (SSP), Poland	0
Smart Sporting Cities in Leuven	0
Smart Surveillance in Moirans	0
Smart Video Surveillance in Moscow Oblast'	0
Smart Video Surveillance in Perm	0
Smart Video Surveillance in Volsk	0
Smart Video Surveillance in the Bryansk region	0
Smart Video Surveillance in the Khanty-Mansiysk Autonomous Okrug (Russia)	0
Smart Video Surveillance in the Komi Republic	0
Smart Video Surveillance in the Primorsky Krai	0
Smart Video Surveillance in the Rostov region	0
Smart Video Surveillance in the Udmurt Republic (Russia)	0
Smart Video Surveillance in the Yamalo - Nenets Autonomous District	0
Smart and Safe Community Project - Infrastructure Construction in Xicheng District, Beijing	From the government public bidding documents. The whole project consists of 8 parts in total. The first is the camera procurement program, with a total of 3506 units. The third is the back-end platform construction project, based on the construction of the public security network, docking video dedicated network sharing platform and view map library, to realize the video of the whole district of Fengtai District, more than 1300 road face, more than 1700 road car card comprehensive business application view research and judgment as well as view big data analysis.
Smart and safe community construction project in Beichen District, Tianjin	Government public bidding documents. This project is mainly through the front-end construction of 236 cells, front-end integration of 17 built cells, front-end integration of 10 developer-built cells, and the central terminal capacity construction of the Beichen Branch side of Tianjin Public Security Bureau to ensure the convergence and upload of data of people and vehicles in Beichen Branch's intelligent safe community and the local intelligent application of the bureau side while ensuring the system is safe and reliable.
Smart and safe microdistrict construction procurement project in Yanbian, Sichuan Province	From the government public bidding documents. The project plans to purchase 34 cameras and 11 face recognition machines.
Smart camera system for traffic monitoring deployed in Ghana	In 2021, Ghana's Motor Transport and Traffic Directive (MTTD) deployed 300 'intelligent' cameras nationwide, manned by a team of workers. These cameras likely utilize object detection and automatic plate recognition, aiding in traffic monitoring. Managed by MTTD, the Intelligence Video Surveillance (IVS) system operates 24/7, allowing officers to monitor multiple areas simultaneously and zoom in on traffic discrepancies. The system collaborates with the Driver and Vehicle Licensing Authority (DVLA) to gather vehicle details. The MTTD believes this technology will enhance road safety by tracking activities across major road networks.
Smart cameras deployed in Nassau, BS	Nassau, the capital of the Bahamas, is upgrading its CCTV system with the addition of 507 high-quality cameras, including specific enhancements for license plate and facial recognition capabilities, as part of a $5.9 million initiative led by Proficient Business Services. This expansion aims to bolster law enforcement efficiency by providing real-time evidential information. Minister of National Security Marvin Dames highlighted the rectification of previous issues, such as inadequate bandwidth and a significant portion of cameras being non-functional, emphasizing the improved system's role in capturing crucial details from crime scenes to aid law enforcement.
Smart city plans for Bahir Dar	Smart city technology is planned for Bahir Dar, a large city in Ethiopia and popular tourist destination. Circa 3 billion dollars has been allocated for the developments, which promise to deliver improvements based on IoT (Internet of Things) softwares, principles and technologies. Usually such projects have sensors and data collection at their core and may be comprised of some elements of biometric collection.
Smart city technologies project in Tripoli, Libya	The Ministry of the Interior intends to use the smart surveillance camera system, and link it to the databases of the announcements and communications system to track stolen cars and wanted individuals. This system comes within the framework of the digital transformation plan implemented by the Ministry of Interior under the supervision of the Information Center by automating the work of the Traffic and Licensing Affairs Department and providing it with modern technology in various fields.
Smart city technology deployed in Lagos	Lagos has extensive smart city discourse. However not much has emerged in the city apart from a network of 10,000 cameras for the purposes of crime monitoring. It is possible that forensic facial recognition is in use. The state has also deployed fingerprinting for registration of state residents.
Smart surveillance coupled with audio recognition (Strasbourg)	0
Smart surveillance in the Ministry of Interior of Belarus	0
Smart video surveillance in Moscow	0
Smart video surveillance in Valenciennes	0
SmartCity Aktobe	0
Social Security Prevention and Control System Construction Project in Xinjiang County, Shanxi	From government public bidding documents
Social Security Prevention and Control System Construction Services Project in Xinhua District, Cangzhou	From government public bidding documents. Including the construction of equipment for 46 microdistrict in Xinhua District, the installation of integrated temperature measurement machines in 4 middle schools, intelligent community police rooms, and street police room equipment.
Social Security Prevention and Control System Construction in Kenqu, Heilongjiang	From government public bidding documents
Social multi-dimensional prevention and control system construction in Yan'an, Shaanxi	From government public bidding documents. The project plans to improve the coverage density of monitoring points in key public areas, integrate the resources needed for various applications, and provide data support for public security personnel archiving, vehicle archiving, and human-vehicle track analysis.
Social security defense and control system perception network project in Binhai County, Yancheng	From government public bidding statements. This project consists of three contract packages. The first main content for the platform upgrades, expansion, and deployment of construction monitoring in 23 districts and buildings. The second package of the main construction sites includes commercial areas, hospitals, schools, entertainment venues, hotels, highly toxic, explosive enterprises, toxic chemicals enterprises, bus stations, ports, docks, and waterway checkpoints. The third construction sites include commercial areas, farmers' markets, high-speed railway stations, cabs and buses (in cars), religious sites, scenic spots, large event sites, bathhouses, supermarkets, social parking lots, party and government organs, government buildings monitoring and renovation, news units, financial institutions, water supply units, power supply units, gas stations, gas and oil supply heating sites, memorials, Internet cafes, motor vehicle repair sites, official seal engraving sites The company's products include: bus stations, scrap metal recycling points.
Social security prevention and control system expansion project in Taihe County, Jiangxi	From government public bidding documents. The plan is to purchase a total of 2251 cameras, including entrance/exit capture, entrance/exit gate management, entrance/exit access control, community portrait capture, public area video monitoring, aerial throwing objects intelligent monitoring, aerial panoramic AR, fire lane illegal parking management, electric vehicle monitoring, and smart elevator management as well as the corresponding back-end platform and hardware system.
Social security prevention and control system platform system construction in Xining, Qinghai	From government public bidding documents. This plan mainly focuses on constructing the back-end platform, including the Xining public security big data platform (hardware and software), the social security prevention and control system operational business application system.
Social security prevention and control system smart technology prevention construction survey and design project in Haian, Jiangsu	From government public bidding documents
Statewide Network of Agency Photos (SNAP)	0
Suisse Pharmacies with "smart displays" using biometric information	Advertima's retail solutions utilize visual interpretation of human behavior in physical environments, transforming stores into smart spaces that interact seamlessly with customers. At the heart of this innovation is AI and computer vision technology, enabling precise data generation and detection of people. Advertima Smart Signage offers businesses the opportunity to provide their suppliers and advertisers with offline media spaces featuring real-time targeting and performance-based pricing models. For pharmacies, this transforms them into desirable advertising channels for non-prescription medications and digital out-of-home (DOOH) advertising, creating new revenue streams while enhancing their media and data offerings to supplier brands.
Surveillance and Facial Recognition technologies deployed in Algiers, Algeria	In recent years, the security authorities in Algeria have installed a wide surveillance network with cameras in most of the capital's districts, and other cities that witness heavy traffic by citizens. The trial phase was applied in 2003, however, the Supreme Command of National Security approved circulating this project around the country after the remarkable success of such technology by 2009.
Surveillance cameras in Taizz, Yemen	There is a limited published on the security system in Yemen, however, there is this source which shares the establishment of a surveillance system in Taizz. The project is managed and used by the general security and police administration in the province, aiming to enhance the capabilities of the security services in reducing crime and apprehending criminals, and uncovers crimes.
Surveillance deployed at Baghdad, Iraq	Several sources stated governor's efforts to implement a security project for surveillance in the capital, Baghdad, by setting cameras within the province indicating that this project would unable monitoring and detecting any terrorist or criminal act or cases of harassment or theft and even clan problems and others.
Surveillance deployed in Morocco	Different sources state that the Ministry of the Interior is working, in partnership wit local development companies, to strengthen and expand surveillance using cameras in public spaces in the various prefectures and regions of the Kingdom of Morocco, in full respect for the privacy and freedom of individuals and groups.
Surveillance of construction site with AI cameras in Zürich	0
Switching on Darwin	0
Sydney Smart City	0
S²UCRE ANR (Research Project)	0
Taiwan Technical Mission smart transport video system with face recognition deployed in Saint Vincent and the Grenadines	Since late 2019, the Taiwan Technical Mission in Saint Vincent and the Grenadines has been implementing an 'intelligent' transportation system, coupled with the rollout of smart CCTV at transportation hubs. The system lists a range of tools, including a 'smart image monitoring system' and 'face recognition'. It appears the system will be deployed onboard buses and minibuses in the country. In 2021, the report states that 150 bus stations are also surveilled. The fechnical mission forms part of the Taiwan Cooperation and Development Fund. The reported aim of the project is to help Saint Vincent and the Grenadines reach its development goals, and for SVG to 'learn' from Taiwan's ICT systems for the surveillance of public transport.
Tapway surveillance technologies deployed at Pavilion Mall	Malaysian startup Tapway provides a range of sensor based and computer vision products to retail outlets and restaurants in Malaysia. Most notably, the Pavilion Mall in Kuala Lumpur is cited as having a full suite of sensor based analytics installed, such as people counting and heat mapping, as well as FaceTrack facial recognition. Brandvision, an advertising company, has used the deployment to carry out emotional recognition through the plasmas in the centre. Tapway states that it has collaborated with other outlets but does not specify the range of technologies added. Tapway FaceTrack has been layered with Amazon Rekognition, a since discontinued facial recognition software.
Tech5 and biometric registration for the Fayda ID in Ethiopia	The new national identification for Ethiopia, the 'Fayda-ID', will involve biometric registration and a 'biometric engine' powered by Tech5. It is currently in the trial phase but hundreds of thousands of persons are using the system. The ID will be required for access to social services and healthcare. Tech5 is the provider for the Digital ID and 'biometric engine'. The project is seeking a vendor for the biometric registration kits, which the United Nations Economic Commission for Africa is seeking. This is so the biometric registration system can be carried out in line with the UN's Sustainable Development Goals. This case represents an example of the incentivisation of 'digitlisation' in Africa which often takes the form of biometric based identification systems.
Test of One and a half meter monitor	To support COVID-19 social distancing measures, the "1.5 meter monitor" system was developed for public spaces within the Amsterdam-Amstelland Safety Region. This system uses a camera, a computer with a GPU, and a screen to remind individuals to maintain a 1.5 meters distance by displaying their image overlaid with color-coded smileys—green for over 1.8 meters, orange for 1.5-1.8 meters, and red for less than 1.5 meters. An audio alert may also be played. The system does not store visual data or recognize individuals, only counts the number of people within camera range. It operates under a temporary legal framework linked to the COVID-19 Emergency Ordinance, and its effectiveness is evaluated through qualitative interviews.
Thales CABIS and LiveScan deployed by Uganda Police Force	In 2019 Uganda acquired biometric tools from Gemalto, which has since been merged with Thales. The software consisted of a CABIS (Criminal Automated Biometric Identification System) and LiveScan mobile scanners, which feed live matches back to officers during use. When apprehending suspects, the systems are used to capture facial images, fingerprints and iris scans. In 2021, DNA capabilties were added to the system in the hopes of linking the collection of forensic data to the system. This system has also been used by Interpol to find suspects in Uganda, suggesting that Ugandan federal datasets may be being shared with Interpol. Uganda has a recent record of using surveillance technologies to suppress political dissent and target certain communities. Ugandan police also have access to the Huawei CCTV network deployed around the country which has facial recognition capabilties.
Thales and Pangea biometric voter registration deployed in Jamaica	In 2020, the Jamaican government began plans and trials to launch biometric voting. In 2022, Thales was announced as the supplier of the fingerprint identification system, and Pangea will provide the multimodal automatic biometric identification system (ABIS) as a whole, which will also comprise facial recognition software. It is possible that this effort will in the near future be combined with efforts to develop a (voluntary) biometric Jamaican National ID, which is being piloted in late 2022 and early 2023.
The Aadhar Project	0
The project of upgrading the construction of the security smart checkpoint (security prevention and control system) around Shaanxi in Shangluo, Shaanxi	0
Thermal cameras at Tel Aviv hospital in order to identify abnormal high temperatures	0
Ticket2U facial recognition at children's theme parks	Two children's theme parks, KidZania in Kuala Lumpur, ESCAPE Penang, and ESCAPE Petaling Jaya, have facial registration forms of check in. Ticket2U describes the system they have developed for this registration as facial recognition. Patrons (including the children) upload their photos to the registry app and it ID's them on entry. This form of registration appears to be mandatory and is certainly mandatory for KidZania. In ESCAPE, instead of photo booths, patrons are offered photos collected of them enjoying the amenities at the end of their stay, photos are 'matched and filtered' for them from the park. Facial recognition appears to be live throughout the park.
Tracking cameras pilot in Lannion	0
Trident ID biometric registration in Barbados	The new national ID card of Barbados, the 'TridentID' includes elements of biometric registration capabilities. At the beginning of the project, health data and fingerprints were stated to be a mandatory part of the collection process. The government received backlash to this proposal during COVID19 as citizens felt it would be used to surveil their (non)vaccination status. It received further backlash as a form of biometric surveillance when a similar system in Jamaica was struck down. Ministers have since backtracked on the necessity of biometric collection, however it seems that the card is ultimately intended or has the capability for biometric registration and health tracking. There are now huge delays in the card being rolled out due to these issues being ironed out. Given that the card is to be a 'cornerstone' of the reception of all social services in Barbados it could amount to biometric mass surveillance. It is unclear who the supplier of the card is.
Trueface facial recognition deployed in the wake of Hurricane Dorian	In order to find missing persons in the wake of a hurricane in the Bahamas, Trueface facial recognition was used.
Türk Telekom established MOBESE security system in Diyarbakir, Turkey	The (MOBESE) system, was tendered to Türk Telekom in Diyarbakır and put into operation on April 28, 2009. Through this system, Diyarbakir is monitored 24 hours a day with more than 230 cameras installed in different districts and neighbourhoods.
UAV surveillance deployed over The Bahamas	In 2020 Swift Tactical Systems was awarded a 17 million dollar contract to provide The Bahamas with a UAS (unmanned aerial system) control and command center and fleet. While it is not clear what capabilities they may have, Swift Tactical Systems markets itself as a provider of real-time intelligence for militaries and governments, and use techniques such as Lidar photogrammetry which involve image processing and therefore possibly imply object detection or person detection. As part of the programme, Swift Tactical Systems trained the Royal Defence Force of the Bahamas. Given The Bahamas proximity to the US border immigration seems to be the concern, as well as drug trafficking. The fleet has also been used for aerial reconaissance in the wake of a hurricane. The operations system is connected to the police's shotspotter technology.
Unknown Deployments 0000	0
Unknown Deployments 0001	0
Unknown Deployments 0002	0
Unknown Deployments 0003
Unknown Deployments 0004	0
Unknown Deployments 0005	0
Unlawful use of facial recognition by Swiss Secret Services	0
Upgrading Sharp Eyes project and safe city video surveillance system construction project in Wuchuan County, Inner Mongolia	According to the public document, the number of renovation and upgrading points is 330.
Urban Surveillance Center in Marseille	0
Usage of robots to perform facial recognition and temperature checks at Abuja airport	0
Use of "Smart Display" in German post offices	Deutsche Post conducted tests with smart displays using face recognition technology for targeted advertising in select post offices in Berlin and Cologne, using the "adpack" system by Indoor Advertising (IDA). The system identifies the gender and approximate age of individuals without storing actual images or videos, thus not "filming" in the traditional sense. Customers were unaware their faces were being analyzed, as Deutsche Post did not inform them during the test phase, arguing that the data wasn't saved and consisted only of "anonymized metadata." The company believes it meets data protection standards, citing approvals and an E-Privacy seal from reputable institutions.
Use of "Smart Displays"in German Supermarketchain Real	Smart displays in 40 Real supermarkets across Germany analyze customers' age and gender to tailor advertisements seen at checkout screens. The system also records how long a customer views the display, without storing images for more than 150ms. This approach aims to refine the relevance of ads by transmitting data to Echion, the operator handling the ad content. Although this deployment raises privacy concerns, similar to the use of facial recognition technology by Cadillac Fairview Malls in Canada, it has been deemed unproblematic by German authorities, indicating a different stance on privacy and surveillance technologies.
Use of AI cameras in Suisse supermarket chain SPAR	0
Use of Clearview AI and FRT by police forces in Minnesota	0
Use of Clearview AI by 34 Police Forces across Canada	Investigative journalists discovered that at least 34 police forces in Canada, excluding the Royal Canadian Mounted Police, used Clearview AI's facial recognition software, primarily through its unpaid version. The extent of its application varied, with some police departments acknowledging its use only after further investigation. Examples include Edmonton Police using it for an auto theft case, while others like Halifax, Halton, Niagara Falls, London, Ottawa, York, and Peel Regional Police tested the software under various circumstances. Following privacy concerns, the use of Clearview AI has ceased in Canada, prompting an official investigation into its deployment by law enforcement.
Use of Clearview AI by Ontario Provincial Police	0
Use of Clearview AI by Toronto Police	0
Use of Clearview AI by Ukrainian Ministry of Defense	0
Use of Clearview AI by at least 10 federal agencies	0
Use of Clearview AI by the Kantonspolizei St. Gallen	0
Use of Clearview AI by the Stadtpolizei Zürich	0
Use of Clearview AI in Sweden	0
Use of ClearviewAI by the RCMP	0
Use of Facial Recognition Technology by Cadillac Fairview	0
Use of Facial Recognition by Delhi Police	0
Use of Facial Recognition by Lucknow Police	0
Use of Facial Recognition by Uruguayan police
Use of Facial Recognition in Delhi schools	0
Use of Facial recognition by Bengaluru Police	0
Use of Facial recognition by Kantonspolice St.Gallen, Argau, Waadt, and Neuenburg	0
Use of Live Facial Recognition by Kenya’s National Police Service	0
Use of NeoFace Reveal by Calgary Police Service	0
Use of NeoFace by Edmonton police force	0
Use of automated video surveillance at a school in Vienna	0
Use of facial recognition in Mexico City supply center (Central de Abastos)	Facial recognition cameras were installed in la Central de Abastos (CEDA) which is the main supply center in Mexico's capital. TELMEX was in charge of the implementation of the C2 Command and Control Center of Mexico City’s Central de Abastos. The C2 Command and Control Center of CEDA is part of the project Ciudad Segura, and the C2 is connected with C5 center in Mexico city.
Use of high end "biometric-ready" cameras in Cologne	0
Verbi Gunshot Detection used by University of Connecticut Police Department	0
VeriLook (and Face Trace) in Slovenia	0
Veritone Face Recognition used by Anaheim Police Department	0
Verkada Face Recognition used by South Orange Police Department	0
Verkada in Chinatown Oakland, CA	0
Verkada in the City of Arlington, WA	0
ViSense - Mechelen	ViSense enables tracking the attractiveness of retail area over time. The data also allows to compare shopping districts.
ViSense - Olympic Park London	0
ViSense at MINDBase	0
ViSense on the A67	For one year, an investigation will involve recording passing vehicles on the A67, obtaining vehicle information like brand and model from the RDW database using license plates. Camera images will be anonymized by making license plates invisible, and license plate information will not be stored, ensuring images can't identify individuals or vehicles. All data will be encrypted and kept private. This data will train a traffic analysis system to recognize various vehicle types.
Video Analytics used by Modesto Police Department	0
Video Analytics used by University of Miami Police Department	0
Video security prevention and control system construction project in Botou, Hebei	From government public bidding documents
Video surveillance for detection of guns in school (Samara)	0
Vigilant Solutions Face Recognition used by Burr Ridge Police Department	0
Vigilant Solutions Face Recognition used by Indiana Intelligence Fusion Center	0
Vigilant Solutions Face Recognition used by Indianapolis Metropolitan Police Department	0
Vigilant Solutions Face Recognition used by Las Vegas Metropolitan Police Department	0
Vigilant Solutions Face Recognition used by New Jersey State Police	0
Vigilant Solutions Face Recognition used by Plano Police Department	0
Vigilant Solutions Face Recognition used by Wichita Falls Police Department	0
Vigilant Solutions Face Recognition used by Wylie Police Department	0
Vigilant Solutions, Dataworks Face Recognition used by Pasadena Police Department	0
Viisights behavioural recognition software in Eilat	Eilat has implemented Viisights' artificial intelligence-based video analytics solution within its smart city program, enhancing public safety and operational efficiency. The system, integrated with over 300 surveillance cameras citywide, focuses on identifying violent and suspicious activities, monitoring crowd and personal behavior, traffic, and environmental safety. Viisights' behavioral analytics technology offers real-time monitoring, enabling immediate alerts to operators at a central command center upon detection of unusual behaviors. This proactive approach aids in preventing incidents from escalating, particularly during peak tourist seasons, without collecting or storing personal information.
Vintra Video Analytics used by Chino Police Department	0
Vintra Video Analytics used by Montclair Police Department	0
Vision-Box facial recognition deployed at Tanzania airports	In 2018, Vision-Box facial recognition was put in place at two major Tanzania airports, Kilimanjaro International Airport and Julius Nyerere International Airport. Vision-Box is a major computer vision company which often supplies airports.
Visitor Analytics at the Moscow Oceanarium	0
Vivotek thermal facial recognition deployed by Ministry of Health Saint Kitts and Nevis	The Ministry of Health Saint Kitts and Nevis was the recipient of 17 devices from Taiwanese firm Vivotek. The devices facilitate thermal recognition. The cause for the gift was friendly relations with Taiwan. The scanners are set to be used for COVID19 checks. Thermal facial recognition allows for contactless temperature readings.
Vivotek video surveillance deployed on N4 toll road, South Africa	The N4 road runs 630km between Pretoria, South Africa and Maputo, Mozambique. A new Vivotek solution was installed along the roads and in the toll booths. Like a similar deployment in Zambia, Vivotek VAST 2 VMS is in use, which has integrated facial recognition and smart search functions. Therefore although it is not stated that facial recognition is definitely in use, it can be speculated that it is as well as other forms of smart video analysis such as person detection which are facilitated by VAST 2. License plate recognition is certainly in use.
Vivotek video surveillance deployed on T3 Motorway, Zambia	At Wilson Mofya Chakulya Toll on the T3 Motorway in Zambia, a network of video cameras from Vivotek have been installed. The IB9367‐HT cameras in the lanes have smart motion detection. This means they can detect silhouettes and human activity. The VMS which the network is hosted on, Vivotek VAST 2, can have smart person and object detection. A brochure for VAST 2 states that Vivotek VAST facial recognition is fully integrated with the system. License plate recognition is definitely in use at the toll.
Vumacam SmartCity initiatives deployed in eThekwini	The expansion of the nationwide network of Vumacam has extended to the municipality of eThekwini, of which the major city is Durban. In this municipality, Vumacam have partnered with private security company Ensure Security to deploy the camera network and develop fusion centres. An 'overwatch' network termed Neon will be deployed by Ensure Security. Approximately 2,400 cameras will de deployed across the city of Durban. Forensic facial recognition will most likely be used as police in this municipality plan to use facial recognition in their new policies. Some form of person detection or object detection may be in use as the system can detect 'irregular activity'.
Washington police forces use facial recognition via the FITlist	0
Wellington NEC Living Lab	From 2014 to 2018, Wellington City Council collaborated with NEC on a living lab project, investing over half a million dollars to use data and technology for city improvements. The initiative aimed to address begging, violence, and adapt to rising sea levels. A network of cameras and sensors was deployed to detect begging, violence, graffiti, and monitor foot traffic using Wi-Fi trackers. After spending $568,783, the pilot project concluded, with the council discontinuing the behavioral analytics exploration but integrating some cameras into the city's safety network. These cameras, especially at key points like the ASB Sports Centre and railway station, will remain for crowd monitoring, operating in partnership with the police.
Wi-fiber Gunshot Detection used by Canton Police Department	0
Wolfcom in Baskerville	0
Wolfcom in Los Lunas Police Department	0
Wolfcom in Marmaduke Police Department, AR	0
Wolfcom sale to DOD	0
Wolfcom used by Kenton County Police Department, KY	0
Wolfcom used by North Ogden Police Department, UT	0
Wolfcom used by Temple Police Department, GA	0
YITU facial recognition deployed by Malaysian Police Forces	Port officers (predominantly auxiliary police) and police forces in Malaysia use body-worn cameras with facial recognition capabilities. The cameras are supplied by YINU Technologies, a Chinese startup. They have been supplied since 2018. It is reported that they seek to implement real time facial recognition in the near future.
ZTE video surveillance deployed in Addis Ababa	In 2009, ZTE Corporation won the bidding to install a camera network system in Addis Ababa, Ethiopa's capital. The surveillance division of ZTE, ZTE NetView, was drafted to install the system. In 2010 they installed cameras around major streets. The cameras provide 'real time' integrated surveillance of the city. While no biometric surveillance technologies appear to be in use, ZTE also provides these 'peace city' solutions to China where facial recognition is often a feature of the systems. Features such as facial recognition could easily be added to a system such as this. In Ethiopia, ZTE competes with Huawei for the biggest share in the ICT market. These moves are viewed by scholars as part of the Chinese Belt and Road initiative.
ZTE video surveillance deployments in Cameroon	In 10 cities of Cameroon, video surveillance deployments are being installed. The project involves the Chinese company ZTE. Authorities in Cameroon met with representatives of ZTE in 2002 to launch cooperation in this field. After several decades of preparations, the first cameras were deployed in 2007. The cameras support face recognition and 360-degree surveillance to match information with a specially created dataset containing facial images and finger prints of local inhabitants.

What links here