Dataset Versions

v4

2022-03-29 New belt dataset

Generated on Mar 29, 2022

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Dataset Split

Train Set 88%
1095Images
Valid Set 8%
104Images
Test Set 4%
52Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 12% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±12° Horizontal, ±12° Vertical
Noise: Up to 3% of pixels
Cutout: 2 boxes with 7% size each

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