Dataset Versions
v2
2021-11-17 3:52pm
Generated on Nov 17, 2021
456 Total Images
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Dataset Split
Train Set 92%
420Images
Valid Set 4%
18Images
Test Set 4%
18Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 0.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each