Dataset Versions
v1
2024-08-16 9:39pm
Generated on Aug 16, 2024
514 Total Images
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Dataset Split
Train Set 88%
450Images
Valid Set 8%
43Images
Test Set 4%
21Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 2.5px