Dataset Versions
v3
2024-09-26 3:23am
Generated on Sep 26, 2024
1907 Total Images
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Dataset Split
Train Set 88%
1671Images
Valid Set 8%
156Images
Test Set 4%
80Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 27% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.93% of pixels