Dataset Versions
v3
2023-12-22 9:35pm
Generated on Dec 22, 2023
9554 Total Images
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Dataset Split
Train Set 44%
4179Images
Valid Set 4%
399Images
Test Set 2%
199Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels