Patrick martins

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road segmentation

Instance Segmentation

road segmentation Image Dataset

Versions
2023-11-27 11:58am
v2
·
7 months ago
2023-11-27 11:58am
v1
·
7 months ago
v1

2023-11-27 11:58am

Generated on Nov 27, 2023
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2116 Total Images

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Dataset Split

Train Set 94%
1986Images
Valid Set 1%
30Images
Test Set 5%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 4 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 22% Maximum Zoom
Blur: Up to 2.5px
Noise: Up to 5% of pixels