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. We may earn a commission when you buy through links labeled 'Ad' on this page.
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
- The official Syft worker for Web and Node, built in Javascript☆150Jan 7, 2023Updated 3 years ago
- ☆42Dec 8, 2022Updated 3 years ago
- A repository to keep all open sources projects that created by individuals or study groups.☆123Sep 2, 2019Updated 6 years ago
- PyTorch Model Parser: Easily define models in .cfg file(s)☆20Mar 8, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆479Aug 1, 2023Updated 2 years ago
- An implementation of pneumonia medical X-ray image classification problem using Federated Learning in PySyft.☆13Jun 16, 2019Updated 6 years ago
- Repo for Udacity's Secure & Private AI course☆457Dec 15, 2023Updated 2 years ago
- ☆12Dec 3, 2021Updated 4 years ago
- Official MICCAI 2022 Federated Learning for Healthcare Tutorial Repo☆14Dec 2, 2024Updated last year
- Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.☆14Feb 4, 2026Updated 3 months ago
- ☆170Dec 14, 2017Updated 8 years ago
- The implementation of "Two-Stream Federated Learning: Reduce the Communication Costs" (VCIP 2018)☆16Aug 20, 2019Updated 6 years ago
- Perform data science on data that remains in someone else's server☆9,894Jul 15, 2025Updated 10 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Blockchain Enabled Asynchronous and Secure Federated Machine Learning☆12May 21, 2021Updated 5 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆76Jul 10, 2023Updated 2 years ago
- [INFOCOM 2019] ImgSensingNet: UAV Vision Guided Aerial-Ground Air Quality Sensing System☆13Mar 7, 2019Updated 7 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,436May 7, 2024Updated 2 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,016Sep 3, 2022Updated 3 years ago
- This project used Flower, Go Ethereum, IPFS, Web3, digital signature and socket to implement blockchain-based federated learning.☆30Jun 16, 2022Updated 3 years ago
- Using Reinforcement Learning on a Tesla to optimize climate and energy☆17Dec 21, 2020Updated 5 years ago
- A PyTorch Implementation of Federated Learning☆1,514Jul 25, 2024Updated last year
- Final project for Lesson 7: Federated Learning in the Facebook and Udacity Secure and Private AI scholarship nanodegree program☆19Oct 14, 2019Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Oct 9, 2019Updated 6 years ago
- Simple simulation of federated learning (FedAvg) using Flower framework☆23Dec 8, 2021Updated 4 years ago
- Supervised Learning approach to Detect Anomalies in Blockchain using Federated Learning☆34May 27, 2020Updated 6 years ago
- An implementation of PyTorch's UNet Model for Image Segmentation on Artificial Lunar Landscape Dataset that also works on Intel ® OpenVIN…☆13Mar 8, 2020Updated 6 years ago
- Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth☆42Apr 30, 2024Updated 2 years ago
- An extension of micro mouse on WEBOTS using the flood filled algorithm, A star, Dijkstra’s and Breadth first search algorithm for moving …☆26Jun 22, 2021Updated 4 years ago
- A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science☆613Feb 16, 2023Updated 3 years ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Nov 22, 2022Updated 3 years ago
- The implementation of "Continual Local Training for Better Initialization of Federated Models" (ICIP 2020).☆16May 27, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…☆24Jul 1, 2019Updated 6 years ago
- My personal notes, presentations, and notebooks on everything Deep Learning.☆228Aug 8, 2020Updated 5 years ago
- This repository, forked from Udacity's Private AI repository, contains the content that is related to the Phase One of the Secure and Pri…☆15Jun 8, 2019Updated 6 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Apr 25, 2019Updated 7 years ago
- Record and Reward Users for the data they own with federated learning and hyperledger composer☆23May 15, 2019Updated 7 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Dec 5, 2021Updated 4 years ago
- ☆119Jan 2, 2019Updated 7 years ago