insightface

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- I have researched some marginal softmax as a head of Face recognition model. There are variable architectures such as ArcFace, CosFace, AdaCos ... Most of the heads based on...

anti-machinee

Loss could not converge when training from scratch

4

My experiment is lauched with information - GPU: 2 - Model: IResNet50 - Pretrained: No - Marginal softmax: ArcFace (s=30, m=0.5), do not use partial_fc - Batchsize : 64*2=128 -...

anti-machinee

Can you provide C + + face alignment code

2

i can't fin https://github.com/deepinsight/insightface/blob/master/recognition/tools/cpp-align/FacePreprocess.h

momohuangsha

I tried SwinTransformer with partialfc, the 'embed_dim' of swintransformer is set to 96 and embedding_size of partialfc is set to 512. The img_size is 224*224.

epns

Which algorithm was used to align the WebFaces42M dataset? Any script of reference to follow? Thanks in advance.

TheCoolDev12

eeric

adaface loss

4

could author add adaface loss to your insightface? adaface code: https://github.com/mk-minchul/AdaFace/blob/master/head.py

eeric

python setup.py bdist_wheel did not run successfully.

3

hello, newbie here trying to install insightface locally. I keep getting "python setup.py bdist_wheel did not run successfully." I am using: Windows 10 Python: 3.10.4 If you have seen this...

Funkybo0dah

About Mixed Precision in ViT.

1

Hi, I found some engineering tricks in your ViT backbone code([ViT](https://github.com/deepinsight/insightface/blob/master/recognition/arcface_torch/backbones/vit.py)). in Attention Module  in Block Module  in forward_features of ViT  Could you explain the reason of...

overpresentme

Training to maximise Face Clustering performance

15

Hi I'm looking to do some unsupervised face clustering with the face vectors produced by insightface. I have trained on a custom dataset (ms1m + 10,000 of my own images)...

atoaster