Dataset Versions
v5
2024-07-11 10:51am
Generated on Jul 11, 2024
4306 Total Images
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Dataset Split
Train Set 88%
3768Images
Valid Set 8%
360Images
Test Set 4%
178Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Grayscale: Apply to 30% of images
Brightness: Between -26% and +26%
Exposure: Between -19% and +19%
Blur: Up to 4.5px
Noise: Up to 2% of pixels