Dataset Versions
v2
2024-08-29 8:07pm
Generated on Aug 29, 2024
1954 Total Images
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Dataset Split
Train Set 91%
1773Images
Valid Set 8%
152Images
Test Set 1%
29Images
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
Brightness: Between -20% and +20%
Blur: Up to 2px
Noise: Up to 1.49% of pixels