Dataset Versions
Versions
v1
2024-10-22 7:29pm
Generated on Oct 22, 2024
6372 Total Images
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Dataset Split
Train Set 94%
6006Images
Valid Set 4%
243Images
Test Set 2%
123Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 7
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.1% of pixels