Minchul Kim

PartialFC + AdaFace is implemented in our new face recognition repository https://github.com/mk-minchul/CVLface

It is a cosine similarity (same as inner product between two normalized vectors).

This is the cosine similarity among the 3 example images using the features from AdaFace model.

Use the option --gpus 1 (or more)

1. Finetuning will be difficult as you do not have sufficiently large dataset to train a new head. 2. This might be related to your previous question. https://github.com/mk-minchul/AdaFace/issues/61 AdaFace Feature...

I have not tested running without cuda support, but it should be possible to run it as the code is wrappend in pytorch-lightning training / validation pipeline. You may refer...

it means the number of subject is 70722. It has to be changed according to the dataset you use.

I have not run AdaFace in Glint360k. One potential improvement comes from AdaFace capable of handling strong augmentations unlike other margin based works (augmentations which may cause unidentifiable images and...

Hi grmos. Performing classification with SVM with cosine similarity metric can work. You would have to change the loss function to compute margin to be defined in cosine similarity space....

Hi martinenkoEduard. The starting point can be comparing the code from other aligners such as https://github.com/serengil/retinaface with the MTCNN code. You should check whether 1. the new aligner is using...