Dataset Versions
v5
2023-11-15 4:11pm
Generated on Nov 15, 2023
334 Total Images
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Dataset Split
Train Set 81%
270Images
Valid Set 4%
14Images
Test Set 15%
50Images
Preprocessing
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 2
Flip: Horizontal
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Brightness: Between 0% and +23%
Blur: Up to 3px