Dataset Versions
v5
2021-11-13 12:48am
Generated on Nov 12, 2021
1548 Total Images
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Dataset Split
Train Set 75%
1161Images
Valid Set 25%
387Images
Test Set %
0Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -5° and +5°
Saturation: Between -20% and +20%
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 2% of pixels
Cutout: 20 boxes with 2% size each