Dataset Versions
Versions
v1
2024-08-20 4:31pm
Generated on Aug 20, 2024
23499 Total Images
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Dataset Split
Train Set 87%
20550Images
Valid Set 8%
1978Images
Test Set 4%
971Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical