Dataset Versions
v2
2023-05-30 6:12pm
Generated on May 30, 2023
1636 Total Images
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Dataset Split
Train Set 95%
1551Images
Valid Set 4%
59Images
Test Set 2%
26Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 20% of images
Hue: Between -120° and +120°
Saturation: Between -43% and +43%
Noise: Up to 5% of pixels