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Add Back Augmentations #2

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leonardoaraujosantos opened this issue Sep 5, 2019 · 1 comment
Open

Add Back Augmentations #2

leonardoaraujosantos opened this issue Sep 5, 2019 · 1 comment
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enhancement New feature or request

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leonardoaraujosantos commented Sep 5, 2019 •
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@leonardoaraujosantos leonardoaraujosantos added the enhancement New feature or request label Sep 5, 2019
@leonardoaraujosantos leonardoaraujosantos self-assigned this Sep 5, 2019
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I've added back some augmentations, Including the swap (reference, test) which is confirmed that does NOT help on the current architecture, also unfreezing the Resnet branches gave 12%+ accuracy boost on the validation set.

image

### Labels * Orange: Baseline with Resnets frozen * Magenta: Augmentations with Resnet unfrozen * Green: Swap with Augmentations and Resnet unfrozen

TODO: Still add the flip on: (Reference, Test, and label) with same probability

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