Dataset Versions
v1
2024-03-03 9:58pm
Generated on Mar 3, 2024
1440 Total Images
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Dataset Split
Train Set 88%
1260Images
Valid Set 8%
120Images
Test Set 4%
60Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 15-65% Vertical Region
Resize: Fit within 320x320
Filter Null: Require at least 50% of images to contain annotations.
Augmentations
Outputs per training example: 3
Exposure: Between -15% and +15%
Blur: Up to 4px