Dataset Versions

v4

2024-09-17 10:06am

Generated on Sep 17, 2024

Dataset Split

Train Set 88%
3981Images
Valid Set 8%
378Images
Test Set 4%
188Images

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°
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%

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