Dataset Versions
v15
test8ok
Generated on Nov 14, 2023
3606 Total Images
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Dataset Split
Train Set 87%
3144Images
Valid Set 9%
308Images
Test Set 4%
154Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x480
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -20° and +20°
Grayscale: Apply to 20% of images
Brightness: Between -30% and +30%
Blur: Up to 2.25px