Dataset Versions
v2
2023-12-14 12:54pm
Generated on Dec 14, 2023
2756 Total Images
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Dataset Split
Train Set 92%
2544Images
Valid Set 5%
138Images
Test Set 3%
74Images
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: 15% Minimum Zoom, 40% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -10% and +10%