Dataset Versions
v1
2023-05-16 3:04pm
Generated on May 16, 2023
706 Total Images
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Dataset Split
Train Set 97%
684Images
Valid Set 2%
13Images
Test Set 1%
9Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -50% and +50%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each