Dataset Versions
Versions
v1
2024-12-12 6:27pm
Generated on Dec 12, 2024
3910 Total Images
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Dataset Split
Train Set 96%
3750Images
Valid Set 3%
111Images
Test Set 1%
49Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 256x256
Augmentations
Outputs per training example: 10
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -18% and +18%
Exposure: Between -10% and +10%