Transformer for face recognition comparable to CNN
Transformer for face recognition comparable to CNN
Face Transformer for Recognition
arXiv paper abstract https://arxiv.org/abs/2103.14803
arXiv PDF paper https://arxiv.org/pdf/2103.14803.pdf
GitHub https://github.com/zhongyy/Face-Transformer
We wonder if transformer can be used in face recognition and whether it is better than CNNs. … Considering the original Transformer may neglect the inter-patch information, we modify the patch generation process and make the tokens with sliding patches which overlaps with each others.
…
We demonstrate that Face Transformer models trained on a large-scale database, MS-Celeb-1M, achieve comparable performance as CNN with similar number of parameters and MACs.
Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact
Web site with my other posts by category https://morrislee1234.wixsite.com/website
LinkedIn https://www.linkedin.com/in/morris-lee-47877b7b
