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emilianavt avatar emilianavt commented on May 18, 2024

You are right, that should be reshape(30, 7*7). I actually forgot to test the inference=True version, because tracker.py is currently doing the manual landmark decoding. Actually, I think I forgot to consider the batch size as well, even though I'm pretty sure I had it working correctly for the bigger models. I'll check what's going on there.

As a side note, the points for the 30 point model are laid out like this.

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emilianavt avatar emilianavt commented on May 18, 2024

model.py should be fixed now in cfe2e2f. The models should work with bigger batch sizes and inference=True as well. The random output was most likely related to the different factor applied to the sigmoid to work better with the lower resolution. I've attached the output of the new model on one of the WIDER FACE images.
11_Meeting_Meeting_11_Meeting_Meeting_11_573

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sasanasadiabadi avatar sasanasadiabadi commented on May 18, 2024

Thanks, the issue is fixed.

Before closing this, I'd like to ask if you still have the trained ShuffleNet-V2 PyTorch weights to share? Thanks.

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emilianavt avatar emilianavt commented on May 18, 2024

I think I can find those, but they were trained on a less refined dataset and with less augmentation, so they're not really comparable. Are you still interested?

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sasanasadiabadi avatar sasanasadiabadi commented on May 18, 2024

Yes that would be great if you could find them. I'm planning to retrain it, that'd be good to start from a pretrained model. Many thanks.

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emilianavt avatar emilianavt commented on May 18, 2024

I think it should be these.

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sasanasadiabadi avatar sasanasadiabadi commented on May 18, 2024

Thanks a lot. closing this issue.

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