Dataset Versions
v4
2024-10-18 1:48pm
Generated on Oct 18, 2024
419 Total Images
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Dataset Split
Train Set 81%
339Images
Valid Set 14%
60Images
Test Set 5%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -46° and +46°
Saturation: Between -31% and +31%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 0.8px
Noise: Up to 0.61% of pixels