Dataset Versions
Versions
v1
2024-12-11 5:11pm
Generated on Dec 11, 2024
4188 Total Images
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Dataset Split
Train Set 96%
4038Images
Valid Set 4%
150Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 12% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±5° Horizontal, ±8° Vertical
Brightness: Between -18% and +18%
Exposure: Between -10% and +10%
Blur: Up to 0.1px
Noise: Up to 0.22% of pixels