Dataset Versions
v4
2023-08-05 5:32pm
Generated on Aug 5, 2023
1237 Total Images
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Dataset Split
Train Set 93%
1152Images
Valid Set 4%
55Images
Test Set 2%
30Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 6 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 40% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels