mccorby / PhotoLabeller
Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https://github.com/mccorby/PhotoLabellerServer
☆144Updated 6 years ago
Alternatives and similar repositories for PhotoLabeller:
Users that are interested in PhotoLabeller are comparing it to the libraries listed below
- Federated Learning: Parameter Server doing aggregation of updates to a model coming from clients participating in a Federated Learning se…☆50Updated 6 years ago
- See new version https://github.com/mccorby/PhotoLabeller☆128Updated 7 years ago
- The official Syft worker for secure on-device machine learning☆87Updated 3 years ago
- Implementation of federated learning on Android devices. Please find more details in the following blog post. (in Chinese)☆33Updated 5 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- Federated learning experiment using TensorFlow.js☆163Updated 2 months ago
- ☆168Updated 7 years ago
- distributed federated learning for pytorch☆15Updated 7 years ago
- Federated Learning mini-framework with Keras☆35Updated 5 years ago
- This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆114Updated 5 years ago
- Privacy Preserving Vertical Federated Learning☆216Updated last year
- Simulate a federated setting and run differentially private federated learning.☆376Updated 2 months ago
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 4 years ago
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆150Updated 2 years ago
- ☆73Updated last year
- tf implementation of federated learning☆42Updated 5 years ago
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated 9 months ago
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆295Updated 9 months ago
- Related material on Federated Learning☆26Updated 5 years ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆33Updated 5 years ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Updated 2 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆134Updated 4 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆109Updated 4 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆247Updated last year
- Federated Multi-Task Learning☆130Updated 6 years ago
- A curated list of resources for privacy-preserving machine learning☆150Updated 3 years ago
- ☆31Updated 6 years ago
- FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)☆24Updated 2 years ago