Dataset Versions
v2
2024-08-22 4:48pm
Generated on Aug 22, 2024
4837 Total Images
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Dataset Split
Train Set 88%
4233Images
Valid Set 8%
403Images
Test Set 4%
201Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Cutout: 3 boxes with 10% size each