Dataset Versions
v1
2023-05-16 12:18pm
Generated on May 16, 2023
969 Total Images
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Dataset Split
Train Set 82%
798Images
Valid Set 12%
114Images
Test Set 6%
57Images
Preprocessing
Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 10-80% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Modify Classes: 62 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 2
Flip: Horizontal
Cutout: 5 boxes with 25% size each