Dataset Versions
v3
2024-07-28 7:24pm
Generated on Jul 28, 2024
5482 Total Images
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Dataset Split
Train Set 87%
4784Images
Valid Set 8%
458Images
Test Set 4%
240Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 4
Rotation: Between -20° and +20°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5.01% of pixels