Dataset Versions
v3
2023-06-04 3:51pm
Generated on Jun 4, 2023
24804 Total Images
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Dataset Split
Train Set 87%
21648Images
Valid Set 8%
2009Images
Test Set 5%
1147Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -44° and +44°