Dataset Versions
Versions
v1
2024-06-06 4:49pm
Generated on Jun 6, 2024
1785 Total Images
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Dataset Split
Train Set 88%
1562Images
Valid Set 8%
149Images
Test Set 4%
74Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Blur: Up to 2.5px