Pothole detection and avoidance system
Date:
This project is based on recognizing potholes and avoiding road accidents.
- Project description:
- Implemented semantic segmentation network to recognize pothole to avoid road accidents. Performed data preprocessing using image labeler tool in MATLAB for pixel level classification.
- Trained the network with 240 images and extensive comparisons with techniques such as edge detection and thresholding on dataset images. Achieved validation accuracy of 62.5%. The resources for the talk are here.