Dataset Versions
v5
Balance-Augmentation
Generated on Jun 26, 2024
6173 Total Images
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Dataset Split
Train Set 87%
5394Images
Valid Set 8%
524Images
Test Set 4%
255Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 1024x1024
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.89% of pixels