Dataset Versions
Versions
v1
2022-09-20 12:38pm
Generated on Sep 20, 2022
7987 Total Images
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Dataset Split
Train Set 82%
6586Images
Valid Set 12%
926Images
Test Set 6%
475Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 2
Crop: 0% Minimum Zoom, 34% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -36% and +36%
Brightness: Between -34% and +34%
Exposure: Between -15% and +15%
Cutout: 6 boxes with 16% size each