Meshcapade GmbH

CV/ML Engineer for 3D Digital Humans (x/f/m) Remote

Meshcapade GmbH  •  Remote  •  5 months ago
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Job Description

Who are we?

Meshcapade is  the 3D digital human company. We are creating realistic human avatars for use in apparel, games, fitness, AI, and augmented reality. Using machine learning and computer vision, we model the nuances of human body shape and movement. We automatically convert photos, 3D & 4D scans, RGB-D sequences, Mocap and even words into realistic 3D humans. We are a spin-off from the Max Planck Institute for Intelligent Systems in Tübingen, Germany and our products are powered by state of the art, patented research. Our core product,  Meshcapade Me, is an online platform for the creation, animation, and use of 3D digital humans. Our clients run the gamut of global names; a broad mix of tech, media, health and fitness, apparel, and education.
What you will be doing
  • Work and research on new generative models, neural methods and transformer for 3D humans in motion
  • Participate in ongoing research projects with external research partners and help define new research initiatives
  • Coordinate with the engineering teams to automate and productize latest research, both internal and collaborative
  • Define the technical direction on evaluation methods, improvements and further development of software using the machine learning and NNs
Who you are
  • Solid understanding of 3D computer vision, deep learning, and training new machine learning models for human motion, behavior & interaction estimation and modelling
  • 5+ years experience developing in Python and/or C++
  • Master’s or PhD degree in computer science or related field
  • Proven track record of publications on topics related to generative models, neural methods and transformer for 3D humans in motion
  • Strong understanding of computer vision, graphics and machine learning
  • Excellent written and oral communication skills
Bonus Skills
  • Demonstrable experience with the SMPL family of statistical models
Our values
Diversity isn’t just a statement at Meshcapade, it sits at the core of the company.

We believe in the diversity of thought because we appreciate that this makes us stronger. Therefore, we encourage applications from everyone who can offer their unique experience to our collective achievements.
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Meshcapade GmbH

About Meshcapade GmbH

Meshcapade is building human understanding models to train AI to see, understand and interact just like real people. We've built the foundational technologies to transport the physical reality of people — talking, moving, interacting with the world — into the digital space. With our human foundation models, we are now developing the world's first and only 3D human behavior engine to power human-like interactions and behaviors for AI agents, virtual beings and humanoid robots.

We are a team of passionate developers, enginners and creators from a variety of backgrounds and we're establishing a new market category for ubiquitous 3D human understanding for AI world models.

Meshcapade was founded in 2018 by Naureen Mahmood, Talha Zaman and Michael J. Black. Based in Tübingen, Germany, within Europe's largest AI ecosystem, Cyber Valley, we are at the forefront of today's most exciting tech evolution.

Web ⚡: https://meshcapade.com/

Platform 🏂: https://meshcapade.me

Discord 👾: https://discord.com/invite/uZnxpjPcQ4

Industry
IT & Software
Company Size
11-50 employees
Headquarters
Tübingen, DE
Year Founded
2018
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