[Internship] Machine Learning 3D Computer Vision Engineer - 3D Gaussian Splatting (3DGS)
Actively Hiring
Full-time Posted about 1 month ago
Role overview
Metalograms is bridging the gap between cinema and gaming. We use 3D & 4D Gaussian Splatting (3DGS/4DGS) to bring photorealistic volumetric video to Virtual Reality. Our next milestone is to launch the development of an XR video game showcasing the potential of this technology.
We are looking for a Machine Learning / Computer Vision student passionate about cutting-edge 3D generative techniques to take ownership of our 3DGS/4DGS training, finetuning, and benchmarking pipeline.
Responsibilities
- check_circle Design and automate the end-to-end data processing workflow, transforming raw multi-view video/image sequences from our cameras rig into finalized PyTorch-trained 4D Gaussian Splat assets via structure-from-motion (Colmap/SfM).
- check_circle Research, integrate, and test recent State-of-the-Art 3DGS/4DGS papers to enhance visual fidelity, eliminate floating artifacts, minimize the number of gaussians, and improve the structural accuracy of dynamic 4D volumetric scenes.
- check_circle Profile training times and VRAM footprints. Implement compression, pruning, or quantization techniques to reduce file sizes, preparing the assets for mobile XR deployment constraints.
Basic qualifications
- M.S. or Master 2 student in Computer Science, Data Science, or Robotics, specializing in Machine Learning, Deep Learning, or 3D Computer Vision.
- Strong proficiency with PyTorch and Python data science ecosystems. Solid foundational understanding of 3D Computer Vision (camera matrices, stereo geometry, SfM/Colmap, NeRF, or Gaussian Splatting concepts).
- Experience writing or modifying custom CUDA kernels or Vulkan Compute Shader
- High autonomy, self-learner, and deeply curious about the intersection of AI and real-time graphics.
Benefits
- check_circle Duration: 3 to 6 months. Starting Date: Automn
- check_circle Agreement: internship agreement needed with school or Erasmus+ agreement
- check_circle Compensation: ~661€ (31.50€ / day) + transport allowance
- check_circle Location: Bordeaux Center (startup coworking space)
Tags & Focus Areas
Internship Machine Learning Computer Vision Pytorch Ai