Dataset Versions
v2
2024-04-11 12:12pm
Generated on Apr 11, 2024
1212 Total Images
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Dataset Split
Train Set 72%
873Images
Valid Set 18%
216Images
Test Set 10%
123Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 20% of images
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%