Dataset Versions
v3
2024-05-22 10:06am
Generated on May 22, 2024
1204 Total Images
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Dataset Split
Train Set 87%
1053Images
Valid Set 8%
101Images
Test Set 4%
50Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 15% of images
Exposure: Between -10% and +10%