Dataset Versions

v3

road segmentation

Generated on Oct 12, 2024

Dataset Split

Train Set 88%
156Images
Valid Set 8%
15Images
Test Set 3%
6Images

Preprocessing

Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 10-90% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%