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Car Parts- Stanford Cars

Object Detection

Car Parts- Stanford Cars Image Dataset

v1

2022-04-06 8:40am

Generated on Apr 6, 2022

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Dataset Split

Train Set 87%
135Images
Valid Set 8%
13Images
Test Set 5%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Cutout: 3 boxes with 10% size each