Dataset Versions
v6
2024-07-08 5:47pm
Generated on Jul 8, 2024
4095 Total Images
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Dataset Split
Train Set 89%
3660Images
Valid Set 7%
281Images
Test Set 4%
154Images
Preprocessing
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Hue: Between -25° and +25°
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 1.97% of pixels