Dataset Versions
Versions
v1
2023-06-02 5:21pm
Generated on Jun 2, 2023
850 Total Images
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Dataset Split
Train Set 82%
700Images
Valid Set 12%
100Images
Test Set 6%
50Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 512x512
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 2
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Cutout: 3 boxes with 10% size each
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise