Stage Innovation : Ingénieur Computer Vision / Véhicule Autonome Coopératif
Core
R&D internship focusing on collaborative perception strategies for autonomous vehicles within Intelligent Transport Systems (C-ITS) to enhance safety and mobility.
Role type
Research Intern (Computer Vision / Autonomous Driving)
Builds
Operational pipelines for collaborative perception, data fusion, and prediction for autonomous vehicle decision-making.
Domain
Autonomous driving, Computer Vision, Intelligent Transport Systems (C-ITS)
Deliverable
production ML models
Required skills
Python development, Machine Learning (CNN, LSTM, GNN, Transformers), Linux environment, Graph manipulation, Data fusion methods
Preferred skills
Graph manipulation, Data fusion methods
Responsibilities
Analyze existing literature and consolidate state-of-the-art on collaborative perception strategies; Design operational pipelines integrating perception mechanisms, data fusion, and prediction; Conduct experiments on proposed solutions using simulated data; Evaluate performance of developed approaches based on latency and decision quality.
Seniority
Intern (Final year Engineering School student)
