Gearbox Assembly Dataset

v2

2021-10-07 3:53pm

Generated on Oct 7, 2021

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Dataset Split

Train Set 88%
264Images
Valid Set 8%
25Images
Test Set 4%
12Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Cutout: 3 boxes with 10% size each
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -45° and +45°