Dataset Versions
v1
2024-02-19 11:05pm
Generated on Feb 19, 2024
2145 Total Images
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Dataset Split
Train Set 88%
1878Images
Valid Set 8%
178Images
Test Set 4%
89Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: Blur: Up to 2.5px