Dataset Versions

v1

2024-06-11 9:57am

Generated on Jun 11, 2024

Dataset Split

Train Set 92%
23538Images
Valid Set 4%
974Images
Test Set 4%
976Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels

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