Dataset Versions
v3
2022-10-15 2:53am
Generated on Oct 14, 2022
5183 Total Images
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Dataset Split
Train Set 96%
4962Images
Valid Set 3%
146Images
Test Set 1%
75Images
Preprocessing
Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 10-90% Vertical Region
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Exposure: Between -13% and +13%
Blur: Up to 2.75px
Cutout: 7 boxes with 14% size each