Dataset Versions
v2
2023-10-06 12:32am
Generated on Oct 5, 2023
563 Total Images
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Dataset Split
Train Set 86%
486Images
Valid Set 9%
48Images
Test Set 5%
29Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -30% and +30%
Blur: Up to 4px