Dataset Versions
v3
2023-05-17 10:17am
Generated on May 17, 2023
419 Total Images
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Dataset Split
Train Set 87%
363Images
Valid Set 8%
33Images
Test Set 5%
23Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Rotation: Between -45° and +45°
Shear: ±20° Horizontal, ±20° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -50% and +50%
Blur: Up to 3px
Noise: Up to 10% of pixels
Cutout: 7 boxes with 10% size each