Dataset Versions
v4
2024-08-12 3:12pm
Generated on Aug 12, 2024
2804 Total Images
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Dataset Split
Train Set 88%
2454Images
Valid Set 8%
233Images
Test Set 4%
117Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels