Dataset Versions
Versions
v1
2023-12-28 5:12pm
Generated on Dec 28, 2023
14180 Total Images
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Dataset Split
Train Set 87%
12405Images
Valid Set 8%
1179Images
Test Set 4%
596Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels