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Try pretraining on Zamba dataset #39

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gsganden opened this issue Sep 26, 2018 · 0 comments
Open

Try pretraining on Zamba dataset #39

gsganden opened this issue Sep 26, 2018 · 0 comments
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cv Computer vision work r&d Research & Development, i.e. a promising but unproven idea

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@gsganden
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gsganden commented Sep 26, 2018

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.

@gsganden gsganden added enhancement r&d Research & Development, i.e. a promising but unproven idea labels Sep 26, 2018
@gsganden gsganden added cv Computer vision work and removed enhancement labels May 25, 2019
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