Taiwan AI Labs Federated Learning Platform

TAIMedimg solution of collaborative research

Federated learning (FL) is a machine learning method that enables multiple parties to collaboratively train a model orchestrated by a trustable central server while keeping data locally. Taiwan AI Labs built up the first open-source federated learning framework (FL framework) in Taiwan. AILabs FL framework is widely deployed and used across medical centers and regional hospitals in Taiwan. It obtains huge reputation due to its privacy protection mechanism, cross-institutional collaboration, including model training (Federated Learning, FL), validation (Federated Validation, FV®), data exchange system (Federated X®), and model exchange mechanism (Model X®).

Taiwan AI Labs Federated Learning Framework