RoadSegmentation

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IITJRoadSeg

Semantic Segmentation

IITJRoadSeg Image Dataset

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Versions
2023-05-09 10:33pm
v6
May 9, 2023
2023-05-09 10:28pm
v5
May 9, 2023
2023-05-02 1:24am
v4
May 1, 2023
2023-05-01 3:31pm
v3
May 1, 2023
2023-04-30 11:48pm
v2
Apr 30, 2023
2023-04-30 11:42pm
v1
Apr 30, 2023
v1

2023-04-30 11:42pm

Generated on Apr 30, 2023
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1249 Total Images

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Dataset Split

Train Set 87%
1092Images
Valid Set 8%
104Images
Test Set 4%
53Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 128x128

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -38% and +38%
Noise: Up to 5% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom