Dataset Versions
v3
2023-09-18 1:48pm
Generated on Sep 18, 2023
1268 Total Images
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Dataset Split
Train Set 88%
1110Images
Valid Set 7%
84Images
Test Set 6%
74Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±45° Horizontal, ±40° Vertical
Grayscale: Apply to 100% of images
Hue: Between -86° and +86°
Brightness: Between -22% and +22%
Exposure: Between -27% and +27%
Blur: Up to 4px
Noise: Up to 6% of pixels
Cutout: 25 boxes with 3% size each