A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.
☆277Feb 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 collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆479Aug 1, 2023Updated 2 years ago
- A curated list of my GitHub stars by stargazed☆22Updated this week
- This is a list of interesting papers and projects about TinyML.☆1,000Dec 8, 2025Updated 4 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.
- About DNN compression and acceleration on Edge Devices.☆59May 17, 2021Updated 4 years ago
- A curated list of awesome Distributed Deep Learning resources.☆442Jul 28, 2024Updated last year
- A curated list of resources for embedded AI☆516Jan 13, 2026Updated 3 months 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
- 한국어 높임말 교정☆26Dec 31, 2022Updated 3 years ago
- Awesome machine learning model compression research papers, quantization, tools, and learning material.☆544Sep 21, 2024Updated last year
- Edge TPU object detection on Raspberry Pi with Coral USB Accelerator by integrating TensorFlow Lite C++ API and Qt/QML☆10Jun 24, 2019Updated 6 years ago
- This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.☆1,662May 20, 2024Updated last year
- A library that you can use to build spiking neural network brains for your Arduino robots! Largely allows you to follow the paradigms of …☆10Nov 21, 2015Updated 10 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Infrastructures™ for Machine Learning Training/Inference in Production.☆446May 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
- ☆13Apr 30, 2022Updated 4 years ago
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆458Updated this week
- In this repository you will find TinyML course syllabi, assignments/labs, code walkthroughs, links to student projects, and lecture video…☆207Nov 25, 2025Updated 5 months ago
- resources about federated learning and privacy in machine learning☆547Jun 26, 2024Updated last year
- My 4-track sampler/sequencer coded in PD and compiled by LibPD run on Beaglebone Black☆16Jul 30, 2019Updated 6 years ago
- Contactbook app build for android.☆15Jun 19, 2021Updated 4 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.
- ☆30Feb 7, 2020Updated 6 years ago
- A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"☆167Mar 8, 2020Updated 6 years ago
- ☆12Apr 7, 2020Updated 6 years ago
- ☆17Feb 21, 2020Updated 6 years ago
- A curated list of neural network pruning resources.☆2,492Apr 4, 2024Updated 2 years ago
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆858Jun 19, 2021Updated 4 years ago
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆603Jul 22, 2025Updated 9 months ago
- ☆19Mar 13, 2024Updated 2 years ago
- ☆12Aug 19, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Mod…☆3,922Jul 25, 2025Updated 9 months ago
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Jul 7, 2022Updated 3 years ago
- 基于opengles的神经网络前向传播框架☆18Nov 23, 2018Updated 7 years ago
- [NeurIPS 2019] E2-Train: Training State-of-the-art CNNs with Over 80% Less Energy☆21Nov 18, 2019Updated 6 years ago
- Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues (NLP4IF, EMNLP-IJCNLP 2019)☆11Dec 21, 2020Updated 5 years ago
- Pruning methods for pytorch with an optimizer-like interface☆15Apr 14, 2020Updated 6 years ago
- A curated list of resources about few-shot and one-shot learning☆284Apr 22, 2019Updated 7 years ago