Dataset Versions
Versions
v5
2024-04-05 7:07pm
Generated on Apr 5, 2024
838 Total Images
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Dataset Split
Train Set 88%
735Images
Valid Set 8%
67Images
Test Set 4%
36Images
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
Hue: Between -25° and +25°
Blur: Up to 2.5px
Noise: Up to 1.8% of pixels