Dataset Versions
v6
2024-07-06 5:39am
Generated on Jul 6, 2024
1551 Total Images
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Dataset Split
Train Set 90%
1398Images
Valid Set 8%
124Images
Test Set 2%
29Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -24% and +24%
Exposure: Between -15% and +15%
Blur: Up to 2.5px