Dataset Versions
v2
2024-05-15 4:24pm
Generated on May 15, 2024
9751 Total Images
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Dataset Split
Train Set 91%
8856Images
Valid Set 5%
496Images
Test Set 4%
399Images
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
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images