Dataset Versions
v1
2023-08-24 7:55pm
Generated on Aug 24, 2023
1845 Total Images
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Dataset Split
Train Set 87%
1614Images
Valid Set 8%
154Images
Test Set 4%
77Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 3 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels