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Internship - R&d - Capture and Render of 3D Object

Il y a 3 mois

Paris, France PROPHESEE Temps plein

**Internship opportunities at Prophesee**:
**PROPHESEE**:
This is a great opportunity to join a dynamic company and an exciting team and to lead a paradigm shift in computer vision across many industries.

**EVENT-BASED TECHNOLOGY**:
**INTERNSHIP POSITION DESCRIPTION**:
**The main required skills common to MOST internship positions are the following (but not exclusively)**:

- Excellent programming skills in C++ and/or in Python
- Engineering background in Computer Science, Mathematics or related field
- Prior experience in projects involving at least one of the following domains:

- Algorithmic design, e.g. 3d vision, machine learning, numerical optimization, etc
- Software development, e.g. implementation, architecture, optimization, testing, porting on embedded platforms, etc
- Development operations, e.g. source code versioning, continuous integration & deployment, cloud computing, system administration, etc

**R&D**:
**Capture and Render of 3D object**:
**During the project you will work with the R&D team on the following steps**:

- Review of the state-of-the-art of Neural Rendering methods (Structure from motion, NeRF,...) for frame-based and event-based cameras
- Implement an architecture to train a Neural Radiance Field from real and simulated data

[1] Mildenhall, B., Srinivasan, P. P., Tancik, M., Barron, J. T., Ramamoorthi, R., & Ng, R. (2021). Nerf: Representing scenes as neural radiance fields for view synthesis. Communications of the ACM, 65(1), 99-106.

[2] Kerbl, B., Kopanas, G., Leimkühler, T., & Drettakis, G. (2023). 3d gaussian splatting for real
- time radiance field rendering. _ACM Transactions on Graphics (_ToG), _42_(4), 1-14.

[3] Ma, Q., Paudel, D. P., Chhatkuli, A., & Van Gool, L. (2023). Deformable Neural Radiance Fields using RGB and Event Cameras. arXiv preprint arXiv:2309.08416.

**BENEFITS**:
Salary package : 80% SMIC (9,32 €/h)
Meal vouchers : 9€ / working day (Swile card)
Working hours : 35h / week
Office location : Paris Bastille (74 rue du Faubourg Saint Antoine 75012)
Other benefits : CSE