Stage Innovation : Ingénieur Computer Vision / Deep Learning
Core
Researching and improving deep learning models for autonomous drone navigation in GPS-denied environments by addressing the simulation-to-reality domain gap.
Role type
Final-year engineering student (Computer Vision / Deep Learning)
Builds
Robust perception models for autonomous drone navigation
Domain
Robotics, Computer Vision, Deep Learning
Deliverable
research
Required skills
Computer vision, Deep learning, Python, PyTorch, Convolutional neural networks, Vision transformers
Preferred skills
Domain adaptation, Generalization, Synthetic data generation, Autonomous navigation without GPS
Responsibilities
Consolidate and advance existing research results, Improve model robustness against environmental changes, Structure datasets for experiments, Evaluate solutions under realistic conditions, Collaborate with industrial partners, Document project outcomes
