RoadSegmentation

IITJRoadSeg

Semantic Segmentation

IITJRoadSeg Image Dataset

v1

2023-04-30 11:42pm

Generated on Apr 30, 2023

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