Dataset Versions
v4
2024-07-18 2:52am
Generated on Jul 18, 2024
6886 Total Images
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Dataset Split
Train Set 87%
6024Images
Valid Set 8%
574Images
Test Set 4%
288Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels