Face_recognition: Asian faces

[carlhung]

I know the pre-trained model has not had enough Asian face dataset.
But I have seen an Asian face dataset:
http://afad-dataset.github.io/

Can it help to improve the model?

[ageitgey]

Thanks, that might be helpful. I've added it to the list here: https://github.com/ageitgey/face_recognition/wiki/Known-Face-Image-Datasets

Feel free to add others.

[gustavomr]

I opened a thread on dlib to retrain using this dataset, and I think this is not possible.

https://github.com/davisking/dlib/issues/1407

[JamieKitson]

@ageitgey Can you add http://trillionpairs.deepglint.com/overview please?

[JamieKitson]

It looks like the same dataset is available here (as "Glint") amongst others:

https://github.com/deepinsight/insightface/wiki/Dataset-Zoo

[JamieKitson]

Once you register and login to the trillionpairs website you are directed to download the data from:

https://drive.google.com/drive/folders/1ADcZugpo8Z6o5q1p2tIAibwhsL8DcVwH

[nyck33]

I found something on a Japanese language website (http://htsuda.net/archives/317)

The Japanese Female Facial Expression (JAFFE) Database
　http://www.kasrl.org/jaffe.html
　10人の日本人女性、7種類の表情。

　Face database
　http://viscog.hku.hk/facedb.htm
　98人の香港中国人(40male, 58female)、正面顔と45度顔。

　CAS-PEAL-R1 face database
　http://www.jdl.ac.cn/peal/index.html
　1040人の中国人、角度や表情やライティング等の差分を含め、総画像枚数30900枚。