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shashigharti / federated-learning-on-raspberry-pi

This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).
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Add to Future Implementations in Wiki section #47

Open helenabarmer opened 5 years ago

jckuri commented 5 years ago

In summary, the current implementation of this project splits the dataset randomly. However, it is much better to follow the philosophy of SPAIC: Each Raspberry Pi is a device connected to the Internet and each user can add their local names to the dataset. In that way, the privacy of such local contributions is preserved and at the same time, the machine learning model is enriched with new names from other parts of the world.

helenabarmer commented 5 years ago

Assigned you to this issue @jckuri 👍