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This repository has been archived by the owner on Apr 16, 2023. It is now read-only.
We are generally using models pretrained on ImageNet. We could use models trained on https://github.com/drivendataorg/zamba (another camera traps project) either instead of those ImageNet-trained models or as an intermediate step after the ImageNet training and before training on our own images. It's plausible that this approach could help because Zamba data is more similar to ours in some way than ImageNet images. One challenge is that the Zamba data takes the form of video clips rather than single images.
The text was updated successfully, but these errors were encountered:
We are generally using models pretrained on ImageNet. We could use models trained on https://github.com/drivendataorg/zamba (another camera traps project) either instead of those ImageNet-trained models or as an intermediate step after the ImageNet training and before training on our own images. It's plausible that this approach could help because Zamba data is more similar to ours in some way than ImageNet images. One challenge is that the Zamba data takes the form of video clips rather than single images.
The text was updated successfully, but these errors were encountered: