Dataset Versions

v11

2024-11-27 2:53pm

Generated on Nov 27, 2024

Dataset Split

Train Set 88%
2049Images
Valid Set 8%
196Images
Test Set 4%
96Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%

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