Dataset Versions
Versions
v1
2024-10-28 7:22pm
Generated on Oct 28, 2024
4190 Total Images
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Dataset Split
Train Set 92%
3865Images
Valid Set 5%
216Images
Test Set 3%
109Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±13° Horizontal, ±12° Vertical
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px