Dataset Versions

v8

2023-10-19 5:02am

Generated on Oct 18, 2023

Dataset Split

Train Set 73%
2889Images
Valid Set 16%
629Images
Test Set 11%
416Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels

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