Dataset Versions
v2
2024-08-12 9:23pm
Generated on Aug 12, 2024
1833 Total Images
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Dataset Split
Train Set 88%
1605Images
Valid Set 8%
153Images
Test Set 4%
75Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px