A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.
☆279Feb 23, 2023Updated 3 years ago
Alternatives and similar repositories for awesome-edge-machine-learning
Users that are interested in awesome-edge-machine-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Embedded and mobile deep learning research resources☆767Mar 14, 2023Updated 3 years ago
- A curated list of edge tools for AI applications☆54Nov 14, 2019Updated 6 years ago
- A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.☆501Apr 24, 2026Updated 3 weeks ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆479Aug 1, 2023Updated 2 years ago
- papers about model compression☆166Feb 10, 2023Updated 3 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.
- This is a list of interesting papers and projects about TinyML.☆1,005Dec 8, 2025Updated 5 months ago
- A curated list of awesome projects and papers for AI on Mobile/IoT/Edge devices. Everything is continuously updating. Welcome contributio…☆49Apr 29, 2026Updated 3 weeks ago
- About DNN compression and acceleration on Edge Devices.☆58May 17, 2021Updated 5 years ago
- A curated list of awesome Distributed Deep Learning resources.☆441Jul 28, 2024Updated last year
- A curated list of resources for embedded AI☆521May 1, 2026Updated 2 weeks ago
- The ALL Arduino Nano 33 BLE Sense Classifier is an experiment to explore how low powered microcontrollers, specifically the Arduino Nano …☆10Jul 21, 2021Updated 4 years ago
- WeChat: NeuralTalk,Weekly report and awesome list of embedded-ai.☆383Jul 1, 2022Updated 3 years ago
- Network simulator for edge computing and cloud computing☆22Sep 26, 2017Updated 8 years ago
- This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.☆1,663May 20, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Infrastructures™ for Machine Learning Training/Inference in Production.☆447May 24, 2019Updated 6 years ago
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆16Jan 5, 2021Updated 5 years ago
- Migration of Edge-based Distributed Federated Learning☆25Nov 18, 2022Updated 3 years ago
- ☆14Apr 30, 2022Updated 4 years ago
- A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper…☆33Jan 4, 2022Updated 4 years ago
- Some recent Quantizing techniques on PyTorch☆72Sep 8, 2019Updated 6 years ago
- Repository for the TinyML course☆11Oct 9, 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
- In this repository you will find TinyML course syllabi, assignments/labs, code walkthroughs, links to student projects, and lecture video…☆210Nov 25, 2025Updated 5 months 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.
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆460May 12, 2026Updated last week
- TinyML AI inference library☆1,926May 10, 2025Updated last year
- resources about federated learning and privacy in machine learning☆547Jun 26, 2024Updated last year
- Removing watermarks from images, using the power of autoencoders.☆13Feb 14, 2019Updated 7 years ago
- termsuji is a limited application interacting with online-go.com to play Go in the terminal.☆18Aug 10, 2022Updated 3 years ago
- A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"☆166Mar 8, 2020Updated 6 years ago
- ☆12Apr 7, 2020Updated 6 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆954Apr 4, 2025Updated last year
- A curated list of neural network pruning resources.☆2,493Apr 4, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Federated Learning package☆21Aug 16, 2021Updated 4 years ago
- Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.☆14Feb 4, 2026Updated 3 months ago
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆856Jun 19, 2021Updated 4 years ago
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆602Jul 22, 2025Updated 9 months ago
- ☆19Mar 13, 2024Updated 2 years ago
- 🐆 A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration for *AdderNet*☆22May 27, 2024Updated last year
- ☆12Aug 19, 2022Updated 3 years ago