MagFace
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MagFace: A Universal Representation for Face Recognition and Quality Assessment, CVPR2021, Oral
Hi, when I train the model with the script run_dist.sh, the checkpoint can not be saved when the first epoch finishes. However, the gpu is still occupied and there is...
Hi, Can anyone give me any suggestions on how can I generate pair.list file for lfw like dataset used in this project? I was able to evaluate the existing data...
Hey, I have for some hours now tried to use MagFace with no luck. I want to take a lot of images, check the image quality regarding biometric features and...
I converted the the torch model (magface_epoch_00025.pth) to onnx (magface_epoch_00025.onnx) and used in opencv but the extracted embedding does not match with that of torch version. What am I doing...
so i had to change line 144 of models/iresnet.py to x = x.view(x.size(0)*4, -1) in order to get it running. this probably has to do with torch updates. here are...
It's a great job! I'm currently trying to add the Magface loss to the insightface's partial FC, but it doesn't work. The x_norm is getting larger during training between 30...
Hi, Thank you for your work, i would love to know if there are any smaller version of the model, specifically between 20 - 50MB. i am currently researching on...
作者您好,我想用你们的模型来测试一批人脸图片的人脸质量,但是我不知道如何生成pair.list,这个pair.list在人脸识别和评估的过程中起什么样的作用呢?
There are duplicate images in the lfw/cfp/agedb dataset, such as 2/3/5.jpg in the lfw dataset.
while training, I find the ACC@1 and ACC@5 always 0.00 .what is the problem?