Dataset Versions
v8
2024-08-22 3:29pm
Generated on Aug 22, 2024
15869 Total Images
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Dataset Split
Train Set 95%
15001Images
Valid Set 4%
576Images
Test Set 2%
292Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 7
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 4px
Noise: Up to 1.45% of pixels