Dataset Versions
v1
2024-04-18 4:43pm
Generated on Apr 18, 2024
2971 Total Images
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Dataset Split
Train Set 94%
2796Images
Valid Set 3%
75Images
Test Set 3%
100Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%