Difference between revisions of "CASIA Webface"
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<blockquote>In the search for datasets sufficient to use in the training and testing of these data-hungry methods, many were inspired by Web-sourced benchmarks such as LfW, resulting in datasets such as Oxford’s VGG-Face dataset (Parkhi et al. 2015), Microsoft’s 1M MS Celeb (Guo et al. 2016), MegaFace (Kemelmacher-Shlizerman et al. 2016), and the CASIA WebFace dataset (Yi et al. 2014). [[CiteRef::rajiFaceSurveyFacial2021]]</blockquote> | <blockquote>In the search for datasets sufficient to use in the training and testing of these data-hungry methods, many were inspired by Web-sourced benchmarks such as LfW, resulting in datasets such as Oxford’s VGG-Face dataset (Parkhi et al. 2015), Microsoft’s 1M MS Celeb (Guo et al. 2016), MegaFace (Kemelmacher-Shlizerman et al. 2016), and the CASIA WebFace dataset (Yi et al. 2014). [[CiteRef::rajiFaceSurveyFacial2021]]</blockquote> | ||
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| + | <blockquote>The CASIA-WebFace dataset is used for face verification and face identification tasks. The dataset contains 494,414 face images of 10,575 real identities collected from the web.[[CiteRef::banerjeeHallucinatingContextBackground2020]]</blockquote> | ||
Revision as of 22:15, 14 March 2021
Type: Academic
Technical information:
| Full name | |
|---|---|
| Country | China |
| Contents | Facial Images |
| Images | 494,414 |
| Individuals | 10,575 |
| Runs database software | |
| URL"URL" is a type and predefined property provided by Semantic MediaWiki to represent URI/URL values. | |
| Related Technology |
Developers and Users:
| Developed by | CASIA |
|---|---|
| Owning institution | CASIA |
| Custodian institution | CASIA |
Description[edit | ]
In the search for datasets sufficient to use in the training and testing of these data-hungry methods, many were inspired by Web-sourced benchmarks such as LfW, resulting in datasets such as Oxford’s VGG-Face dataset (Parkhi et al. 2015), Microsoft’s 1M MS Celeb (Guo et al. 2016), MegaFace (Kemelmacher-Shlizerman et al. 2016), and the CASIA WebFace dataset (Yi et al. 2014). 1
The CASIA-WebFace dataset is used for face verification and face identification tasks. The dataset contains 494,414 face images of 10,575 real identities collected from the web.2