Dataset Versions
v1
2024-10-18 7:45pm
Generated on Oct 18, 2024
21754 Total Images
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Dataset Split
Train Set 86%
18816Images
Valid Set 9%
1960Images
Test Set 4%
978Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-91% Horizontal Region, 25-86% Vertical Region
Resize: Stretch to 640x640
Filter Null: Require at least 98% of images to contain annotations.
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down