Dataset Versions
Versions
v1
2023-12-21 10:59am
Generated on Dec 21, 2023
23723 Total Images
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Dataset Split
Train Set 87%
20757Images
Valid Set 8%
1977Images
Test Set 4%
989Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Blur: Up to 2.5px