Dataset Versions
v5
2024-01-15 2:42pm
Generated on Jan 15, 2024
1642 Total Images
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Dataset Split
Train Set 71%
1167Images
Valid Set 29%
475Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 256x256
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Hue: Between -20° and +20°
Exposure: Between -15% and +15%
Noise: Up to 0.81% of pixels