Dataset Versions
v8
2024-10-31 1:52am
Generated on Oct 31, 2024
2018 Total Images
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Dataset Split
Train Set 96%
1941Images
Valid Set 3%
54Images
Test Set 1%
23Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -15% and +15%
Exposure: Between -5% and +5%
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Noise: Up to 5% of pixels