Dataset Versions

v3

final4label_SMALL

Generated on Sep 21, 2024

Dataset Split

Train Set 87%
5466Images
Valid Set 8%
520Images
Test Set 4%
261Images

Preprocessing

Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Hue: Between -10° and +10°
Saturation: Between -34% and +34%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%

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