Neural 3D Object Researcher at Mecka AI

3 days ago
Canada Mecka Full-time

Shape the future of robotics at Mecka AI as a Neural 3D Object Researcher. Drive the architecture for generating complex 3D objects from egocentric video data. This innovative role focuses on reconstructing geometries for objects manipulated in video footage. As a critical researcher, you will tackle challenges such as occlusion and deformable objects while advancing towards simulatable assets. This is an opportunity for those enthusiastic about pioneering open-ended research within robotics. Key Responsibilities:

  • Develop neural models for 3D reconstruction from video
  • Refine generative 3D techniques to enhance model accuracy
  • Move towards creating assets with physical properties
  • Integrate hand contacts to inform object shape
  • Prototype and transfer research into production pipelines
Requirements:
  • Expertise in neural reconstruction and 3D geometry
  • Proficiency in Python and PyTorch for rapid prototyping
  • Familiarity with differentiable rendering and physics simulation
  • Strong research background in generative 3D systems
  • Ability to approach complex open problems systematically
Take the lead in pushing boundaries of neural 3D reconstruction and robotics at Mecka AI. #J-18808-Ljbffr
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