Dataset Versions
Versions
v1
2023-10-31 8:16am
Generated on Oct 31, 2023
4618 Total Images
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Dataset Split
Train Set 88%
4041Images
Valid Set 8%
384Images
Test Set 4%
193Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 600x600
Augmentations
Outputs per training example: 3
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels