TireCoinDetector Dataset

v2

2023-06-25 9:13pm

Generated on Jun 25, 2023

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Dataset Split

Train Set 90%
3183Images
Valid Set 6%
228Images
Test Set 3%
109Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 27 remapped, 25 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 11% of images
Saturation: Between -24% and +24%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 5% of pixels

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