Stage : Ingénieur IA - Estimation de distance d'une cible par apprentissage profond (F/H)
Core
Developing and evaluating deep learning models for estimating scene scale and object distance from images to support military operations.
Role type
Intern, deep learning engineer (computer vision)
Builds
Deep learning models for depth and distance estimation
Domain
Defense / Computer Vision
Deliverable
production ML models
Required skills
deep learning, computer vision, Python programming, domain adaptation, model evaluation
Responsibilities
Analyze state-of-the-art methods for depth and distance estimation from images; train and evaluate models on synthetic data; implement domain adaptation techniques for synthetic-to-real transfer; fine-tune models on real data with reference distance measurements; define evaluation metrics and protocols; analyze model robustness and generalization.
