Dataset Versions
Versions
v1
2024-07-05 7:37pm
Generated on Jul 5, 2024
23367 Total Images
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Dataset Split
Train Set 92%
21567Images
Valid Set 6%
1349Images
Test Set 2%
451Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -20° and +20°
Shear: ±16° Horizontal, ±21° Vertical
Brightness: Between -26% and +26%
Exposure: Between -15% and +15%
Cutout: 7 boxes with 13% size each