ICML 2019 Expo Demo

June 9, 2019

Expo 2019 Schedule »

Transcending Federated Learning through Manna

Sponsor: doc.ai

Organizers:
Axel Sly (doc.ai)

Presenters:
Axel Sly (doc.ai)

https://github.com/doc-ai/tensorio-ios
Abstract:

Manna is a convolutional neural network model that will be trained using federated learning on iOS devices by classifying images of food into categories, healthy and unhealthy. As with traditional theoretical federated learning, there will be a global Manna model that will be dispatched, then updated by various fine-tuned versions of the model created by local iOS users. Manna will build off TensorIO and Flea, which are other projects we have built, showcasing how the whole ecosystem comes together to enable crowdsourced machine learning models.