Dataset Versions

v4

2024-07-27 1:41am

Generated on Jul 27, 2024

Dataset Split

Train Set 87%
5109Images
Valid Set 8%
487Images
Test Set 4%
243Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -20° and +20°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -30% and +30%

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