392263 ISY Project: Computer Vision for Autonomous Agents and Vehicles (Pj) (SoSe 2023)

In this project, you will gain practical experience with Computer Vision for Autonomous Vehicles in simulated environments [1-3], apply neural networks and computational approaches to learn and produce complex purposeful actions in the context of one of the following environments on your choice.
[1] CARLA: https://carla.org/
[2] Learn2Race: https://www.aicrowd.com/challenges/learn-to-race-autonomous-racing-virtual-challenge
[3] Deep Learning for Satellite and Street View Mapping: https://github.com/ndrwmlnk/deep-learning-for-satellite-and-street-view-mapping

In case the proposal would not attract enough students for a team project, I'd adapt it into an individual project or a project for two students (tandem project)

Teilnahmevoraussetzungen, notwendige Vorkenntnisse

Required skills
- Theoretical and practical experience with Deep Learning
- Python experience > 1 year.