road-estimation
Analyzing the effectiveness of various machine mearning algorithms in the segmentation/identification of roads within images from vehicle-mounted cameras.
We are making use of the KITTI Vision Benchmark Suite to evaluate models.
Libraries used:
Examples:
Road Prediction - Brighter means higher predicted probability of being road:
Road Prediction Overlayed on Original Photo:
![encoded-overlay/um_road_000042](https://raw.githubusercontent.com/jstol/road-estimation/master/example-predictions/encoded-overlay/um_road_000042.png)
Original Photo:
Original Photo:
Road Prediction - Brighter means higher predicted probability of being road:
Road Prediction Overlayed on Original Photo: