Scene Understanding Challenge for Autonomous Navigation in Unstructured Environments
Harsha Raj Kothapally
Bengaluru, Karnataka
- 0 Collaborators
Project status: Under Development
Intel Technologies
AI DevCloud / Xeon
Overview / Usage
Scene understanding of drive sequences of car in unstructured environments where proper traffic rules are not followed and there are no proper sign boards. The main aim is to be able to do semantic segmentation and instance segmentation from the given images.
Methodology / Approach
Using some state-of-the-art architectures in Deep learning like Mask-RCNN and others to fulfill the goals. By experimenting, trying to build new models to solve these problems better.
Technologies Used
Few deep learning libraries and models to help in solving these problems and Infrastructures like cloud based GPU/CPU from Intel (Intel AI DevCloud) to help in faster working of code.