Dataset Versions
v5
2024-07-16 12:14pm
Generated on Jul 16, 2024
2993 Total Images
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Dataset Split
Train Set 81%
2412Images
Valid Set 10%
291Images
Test Set 10%
290Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 300x300
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Exposure: Between -12% and +12%
Cutout: 5 boxes with 19% size each