This project was part of the Computer Vision course (IA716) for the advanced master of AI (Télécom Paris) 2020/2021.
All code, report and results are reported in the notebook and structured as follows:
- Presentation of the CamVid dataset used in the experiments
- Construction of a neural network for semantic segmentation
- Metrics for uncertainty evaluation of the predicted results
- Methods for decreasing the uncertainty of the network