Dataset Versions

v8

2024-03-31 10:33pm

Generated on Mar 31, 2024

Dataset Split

Train Set 92%
5541Images
Valid Set 4%
231Images
Test Set 4%
231Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -9% and +9%

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