Fleet Learning

Project owned by Zenseact English
1y ago update

Fleet learning is a project in collaboration with Zenseact and Volvo. They use federated learning technology to train ML models on cars all around the world.

Repo: https://github.com/gusjak251/fleet-learning-young-talents

Our main mission is to utilize metadata from images taken by these cars, to find potential bias in training data which is inputted into an ML model. We will also research and investigate different client selection strategies, to find out which ones could be useful for this specific project.

Attributes

Data
Automotive
IT & Software
Smarter Product or Service
Experimenter
Optimization
Image Analysis