Dataset Versions
v2
3xaugmented
Generated on Feb 9, 2022
1736 Total Images
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Dataset Split
Train Set 96%
1662Images
Valid Set %
0Images
Test Set 4%
74Images
Preprocessing
Resize: Stretch to 416x416
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Brightness: Between -21% and +21%
Exposure: Between -25% and +25%
Blur: Up to 7.5px
Noise: Up to 4% of pixels
Cutout: 2 boxes with 10% size each