Using without models from insightface?

[JohnMe]

Hi, is there any way to train this and without using the models from insightface, since they have a really restrictive license...

[jadechip]

+1

[jadechip]

Also curious if you are planning on releasing the training code? Thank you.

[foivospar]

Please see https://github.com/foivospar/Arc2Face/issues/3#issuecomment-2023165300.

[jadechip]

@foivospar could you kindly elaborate a bit on how insightface is being used, and if it's non-commercial license applies to arcface? From my understanding of the antelope package,

scrfd_10g_bnkps.onnx is used for initial face detection.
2d106det.onnx provides detailed facial keypoints.
glintr100.onnx is responsible for generating face embeddings.

...does arcface replace these?

[foivospar]

No, we only replace the face recognition module, i.e. glintr100.onnx, with arcface.onnx. The rest are downloaded from InsightFace, so their license applies. By the way, only the detection module scrfd_10g_bnkps.onnx is needed, as we do not use keypoints, gender annotations, etc.

[jadechip]

Thank you @foivospar. I am looking into training a non-commercial version of the insightface models, including scrfd_10g_bnkps.onnx. Will report back if I make any progress.

[fofr]

@jadechip Have you made any progress on your version?