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justadudewhohacks / face-api.js

JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js
MIT License
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LResNet100E-IR,ArcFace@ms1m-refine-v2 #195

Open MariasStory opened 5 years ago

MariasStory commented 5 years ago

Hi,

Please check/adopt the following model: https://github.com/deepinsight/insightface/wiki/Model-Zoo In praticular LResNet100E-IR,ArcFace@ms1m-refine-v2 looks good.

Thanks

justadudewhohacks commented 5 years ago

Hi,

Any more information on this, did you actually try it out? On first sight, the model doesn't look very web friendly to me, the raw weights seem to be about 250MB, plus one would have to investigate how a resnet100 architecture performs on the web.

The MobileFaceNet model looks quite feasible.

Will play around with this some time, thanks for sharing!

hieule88 commented 4 years ago

I downloaded it, and find out it include 3 files: log, .json .params, how can I use it as a Layer in my Keras neural network

Johannes-is-new commented 3 years ago

The original model is for mxnet. There’s a port to tensorflow/Keras at https://github.com/shaoanlu/face_toolbox_keras

MariasStory commented 3 years ago

Maybe something to try: https://github.com/deepinsight/insightface/tree/master/detection/RetinaFace Interesting comment: Third-party Models yangfly: RetinaFace-MobileNet0.25 (baidu cloud:nzof). WiderFace validation mAP: Hard 82.5. (model size: 1.68Mb)

sanazkhalili commented 3 years ago

The original model is for mxnet. There’s a port to tensorflow/Keras at https://github.com/shaoanlu/face_toolbox_keras

Thanks for your help.