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Releases: YassineYousfi/comma10k-baseline

U-Net EfficientNet B4 trained with weather augmentations

23 Dec 18:10
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Trained with weather augmentations (c.f. retriever.py)

U-Net EfficientNet B4 padded

09 Dec 23:24
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Pre-release

Images and masks are padded to 896x1184 c.f. retriever.py
This is done because the vanilla U-Net architecture imposes dimensions to be multiples of 32
Removed A.IAAPerspective and added more augmentations in training

U-Net EfficientNet B4 896x1184

08 Dec 02:52
c1d5c11
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Pre-release

Images and masks are resized to 896x1184 (very close to original image size 874x1164) c.f. retriever.py
This is done because the vanilla U-Net architecture imposes dimensions to be multiples of 32.