Dataset Versions
Versions
v1
2021-09-05 4:56pm
Generated on Sep 5, 2021
1029 Total Images
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Dataset Split
Train Set 87%
900Images
Valid Set 8%
86Images
Test Set 4%
43Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -26° and +26°
Shear: ±21° Horizontal, ±21° Vertical
Cutout: 5 boxes with 8% size each