Dataset Versions
v1
2023-08-20 4:38pm
Generated on Aug 20, 2023
9549 Total Images
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Dataset Split
Train Set 87%
8355Images
Valid Set 8%
797Images
Test Set 4%
397Images
Preprocessing
Auto-Orient: Applied
Static Crop: 21-100% Horizontal Region, 27-70% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 8 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Grayscale: Apply to 100% of images
Blur: Up to 1.75px
Noise: Up to 15% of pixels