Dataset Versions
Versions
v1
2024-01-23 1:39pm
Generated on Jan 23, 2024
3490 Total Images
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Dataset Split
Train Set 86%
2991Images
Valid Set 6%
199Images
Test Set 9%
300Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between 0% and +0%
Exposure: Between -4% and +4%
Noise: Up to 0.38% of pixels