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Using without models from insightface? #1

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JohnMe opened this issue Mar 19, 2024 · 7 comments
Open

Using without models from insightface? #1

JohnMe opened this issue Mar 19, 2024 · 7 comments

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@JohnMe
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JohnMe commented Mar 19, 2024

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

@jadechip
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+1

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

@foivospar
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Please see #3 (comment).

@jadechip
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jadechip commented Mar 27, 2024

@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
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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
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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
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fofr commented Apr 23, 2024

@jadechip Have you made any progress on your version?

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