Generative Model of High Quality 3D Textured Shapes Learned from Images
Project scope
Categories
Data visualization Website development Software development Machine learning Artificial intelligenceSkills
3d modeling mlops (machine learning operations) machine learning nvidia cuda research automation tooling artificial intelligence experimentationBSD is looking for researchers to assist with the development and deployment of a GET3D model pipeline using the Nvidia stack. This project will require students to work alongside our machine learning team to implement an MLOps pipeline to take images and run them through training infrastructure to generate AI-created 3D models. The end goal will be a simple web interface to upload photos and a way to retrieve the models from the system.
This project is purely an experiment for testing infrastructure and will not be a commercial product at the end of the project.
Students will:
- Create the automation pipelines using prefect 2.0 to automate the training process
- Install cuda libraries and implement the open source GET3D tooling
- Create a simple web interface to view pipeline activities and upload photos to generate the 3D models
- Monitor the inference process and learn about how the tooling works.
Students will work directly with our machine learning team to get direct support through our chat channels on slack. We will meet regularly with the students to provide support. Our IT team will also be on this project to support them in accessing the technology on-site to remotely connect to the servers for training and running this technology.
BSD is a member of the Nvidia Inception accelerator, so students will also have access to free DLI training during this process, many of which include a certificate for completing the training.
About the company
BSD is an interactive digital media studio that specializes in creating innovative learning experiences for the workplace and classroom. We work with educators and industry professionals from around the world to develop effective solutions for education and training using cutting edge digital media technologies.
Our clients love our work, and as a result we’ve received flattering recognition from multiple industry reviewers. Clutch.co recognized BSD as a Top AR/VR Developer in 2019, 2020, and 2021, and a Global 1000 B2B service provider in 2020 and 2021. TopDevelopers also awarded BSD with its Top Virtual Reality App Developers accolade.