Dataset Versions
v4
2023-02-21 11:39pm
Generated on Feb 21, 2023
1428 Total Images
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Dataset Split
Train Set 87%
1246Images
Valid Set 8%
119Images
Test Set 4%
63Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1280x960
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require at least 50% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Brightness: Between -15% and +15%
Blur: Up to 1px