Dataset Versions
v3
2024-08-03 1:17am
Generated on Aug 3, 2024
2439 Total Images
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Dataset Split
Train Set 91%
2217Images
Valid Set 5%
126Images
Test Set 4%
96Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 21-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Noise: Up to 5.48% of pixels