This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).
☆120Feb 26, 2020Updated 6 years ago
Alternatives and similar repositories for federated-learning-on-raspberry-pi
Users that are interested in federated-learning-on-raspberry-pi are comparing it to the libraries listed below
Sorting:
- This repository hosts the tutorial for Project T, an initiative by the students of Secure and Private AI scholarship challenge.☆12Jul 23, 2019Updated 6 years ago
- This group aims to study pysyft tutorial parts and The Algorithmic Foundationsof Differential Privacy book chapters.☆20Oct 6, 2022Updated 3 years ago
- Explanatory notes on Cynthia Dwork's text on privacy originally created for Facebook's SPAI scholarship challenge☆53Aug 19, 2021Updated 4 years ago
- To memorize the journey start from self-driving Car Engineer Nanodegree Program to Artificial Intelligence Nanodegree Program to Flying C…☆26Jun 1, 2024Updated last year
- The official Syft worker for Web and Node, built in Javascript☆150Jan 7, 2023Updated 3 years ago
- PyTorch Model Parser: Easily define models in .cfg file(s)☆20Mar 8, 2024Updated 2 years ago
- Healthcare-Researcher-Connector Package: Federated Learning tool for bridging the gap between Healthcare providers and researchers☆17Oct 1, 2020Updated 5 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆480Aug 1, 2023Updated 2 years ago
- The implementation of "Two-Stream Federated Learning: Reduce the Communication Costs" (VCIP 2018)☆16Aug 20, 2019Updated 6 years ago
- Repo for Udacity's Secure & Private AI course☆458Dec 15, 2023Updated 2 years ago
- ☆42Dec 8, 2022Updated 3 years ago
- The official Syft worker for iOS, built in Swift☆51Sep 6, 2021Updated 4 years ago
- ☆169Dec 14, 2017Updated 8 years ago
- In this project, we build a simple federated deep learning model (i.e., LeNet model) that classifies 62 differents Belgian Traffic Signs.☆14Feb 23, 2021Updated 5 years ago
- Open sourced implementation of a prototype for Hyperledger Fabric chaincode execution with OP-TEE. This work is part of the master thesis…☆14Sep 10, 2019Updated 6 years ago
- Related material on Federated Learning☆26Apr 9, 2020Updated 5 years ago
- [INFOCOM 2019] ImgSensingNet: UAV Vision Guided Aerial-Ground Air Quality Sensing System☆13Mar 7, 2019Updated 7 years ago
- Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.☆14Feb 4, 2026Updated last month
- Blockchain Enabled Asynchronous and Secure Federated Machine Learning☆12May 21, 2021Updated 4 years ago
- An implementation of pneumonia medical X-ray image classification problem using Federated Learning in PySyft.☆12Jun 16, 2019Updated 6 years ago
- ☆13Dec 3, 2021Updated 4 years ago
- A simple federated learning implementation on MNIST dataset using PySyft. Main goal of the project was to get used to the PySyft federate…☆13Apr 19, 2024Updated last year
- This is the code for Q-value Path Decomposition for Deep Multiagent Reinforcement Learning (NeurIPS 2019).☆12May 20, 2019Updated 6 years ago
- For the demo. Click on the link.☆80May 2, 2023Updated 2 years ago
- Federated learning based app☆12May 11, 2023Updated 2 years ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆34Jul 20, 2019Updated 6 years ago
- A PyTorch Implementation of Federated Learning☆1,507Jul 25, 2024Updated last year
- Perform data science on data that remains in someone else's server☆9,859Jul 15, 2025Updated 7 months ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Apr 25, 2019Updated 6 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,430May 7, 2024Updated last year
- This project used Flower, Go Ethereum, IPFS, Web3, digital signature and socket to implement blockchain-based federated learning.☆30Jun 16, 2022Updated 3 years ago
- [CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long…☆36Dec 28, 2021Updated 4 years ago
- PyTorch implementation of ICML 2017 paper, SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Paral…☆17Oct 24, 2017Updated 8 years ago
- Using Reinforcement Learning on a Tesla to optimize climate and energy☆17Dec 21, 2020Updated 5 years ago
- Federated Learning for Bird's Eye View Perception Based on Multi-Camera Data☆17Dec 7, 2023Updated 2 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆343Dec 5, 2021Updated 4 years ago
- resources about federated learning and privacy in machine learning☆545Jun 26, 2024Updated last year
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Oct 9, 2019Updated 6 years ago
- ☆14Oct 15, 2017Updated 8 years ago