Dataset Versions
v2
2024-03-08 3:29pm
Generated on Mar 8, 2024
2309 Total Images
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Dataset Split
Train Set 91%
2097Images
Valid Set 6%
134Images
Test Set 3%
78Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 10% of images
Noise: Up to 0.54% of pixels