kavyakvk / TinyFederatedLearning
A scheme for privacy-preserving learning on Tiny Devices.
☆41Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for TinyFederatedLearning
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆76Updated 3 years ago
- MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆359Updated 3 weeks ago
- ☆30Updated 4 years ago
- Syllabus, schedule, resources etc. for TinyML study group☆46Updated 3 years ago
- A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and o…☆253Updated last year
- This repository holds the Google Colabs for the EdX TinyML Specialization☆110Updated 3 weeks ago
- TinyML Cookbook, 2E_Published by Packt☆56Updated last year
- ☆25Updated 3 years ago
- [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things☆49Updated 2 months ago
- Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.☆44Updated 2 years ago
- (HotMobile'24) Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing☆13Updated 10 months ago
- TinyML example showing how to do anomaly detection with Python and Arduino☆135Updated 4 years ago
- Federated Learning mini-framework with Keras☆35Updated 5 years ago
- ☆203Updated last year
- Bring your AI to the Edge - Starting from building the ML model to the selection of the target platform to the optimization and implement…☆52Updated 2 years ago
- Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support☆86Updated 4 years ago
- Four Federated learning datasets for Human Activity Recognition☆51Updated last year
- This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆110Updated 4 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Updated 5 years ago
- ☆20Updated 4 years ago
- federated-learning☆79Updated last year
- FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)☆22Updated 2 years ago
- A curated list of resources for embedded AI☆369Updated 3 months ago
- Federated Learning Demo in Python using Socket Programming☆85Updated 4 months ago
- Python library to work with the Visual Wake Words Dataset.☆32Updated 4 years ago
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆77Updated 2 years ago
- Code for Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence☆14Updated 3 years ago
- Deep Compression for PyTorch Model Deployment on Microcontrollers☆17Updated 3 years ago
- ☆124Updated last year