Dataset Versions
v2
2023-08-27 9:15am
Generated on Aug 27, 2023
13475 Total Images
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Dataset Split
Train Set 89%
12045Images
Valid Set 10%
1321Images
Test Set 1%
109Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Hue: Between -16° and +16°
Saturation: Between -22% and +22%
Brightness: Between -25% and +25%
Noise: Up to 2% of pixels