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adambielski avatar adambielski commented on June 30, 2024

It can be trained on other datasets, it has been done successfully e.g. for faces (FaceNet reference in readme), the main change is a bigger architecture.

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BerenLuthien avatar BerenLuthien commented on June 30, 2024

Thanks for response. I knew Facenet was a famous example.

I meant, do you have any plan to include such a larger dataset with more classes into this project ? Facenet was trained on too huge dataset, though.
I am looking for some dataset which provides ~10K classes, with ~10 samples per class, that is, about 100K training examples. -- basically something trainable on one GPU.

And I enjoy your Pytorch code, not Google's TF 1.x facenet code :) Besides, Google did not and cannot open source that dataset.
Thanks

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adambielski avatar adambielski commented on June 30, 2024

I have no plans to include more datasets, the examples were only to show how the approach can be used and what's the intuition behind it.

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BerenLuthien avatar BerenLuthien commented on June 30, 2024

QQ: are these embeddings normalized , that is , ||embed||=1 ? Thanks

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