Dataset Versions
v6
2024-08-13 3:09pm
Generated on Aug 13, 2024
1986 Total Images
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Dataset Split
Train Set 82%
1636Images
Valid Set 12%
233Images
Test Set 6%
117Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 2
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels