Dataset Versions
v3
2023-06-03 12:45am
Generated on Jun 2, 2023
595 Total Images
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Dataset Split
Train Set 91%
543Images
Valid Set 5%
27Images
Test Set 4%
25Images
Preprocessing
Resize: Stretch to 1280x720
Modify Classes: 0 remapped, 2 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 40% Maximum Zoom
Saturation: Between -25% and +25%
Exposure: Between -5% and +5%
Blur: Up to 1px
Noise: Up to 10% of pixels