This is a list of interesting papers and projects about TinyML.
☆1,025Dec 8, 2025Updated 7 months ago
Alternatives and similar repositories for tinyml-papers-and-projects
Users that are interested in tinyml-papers-and-projects are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Syllabus, schedule, resources etc. for TinyML study group☆51Jun 23, 2021Updated 5 years ago
- ☆1,191Nov 29, 2023Updated 2 years ago
- This is the TinyML programs for ESP32 according to BlackWalnut Labs Tutorials. (黑胡桃实验室的TinyML教程中的程序集合)☆211Jan 22, 2025Updated last year
- In this repository you will find TinyML course syllabi, assignments/labs, code walkthroughs, links to student projects, and lecture video…☆218Nov 25, 2025Updated 8 months ago
- This repository holds the Google Colabs for the EdX TinyML Specialization☆136Jun 27, 2026Updated 3 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- TinyML Cookbook, published by Packt☆307Mar 2, 2026Updated 4 months ago
- TinyML AI inference library☆1,926May 10, 2025Updated last year
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆704Mar 29, 2024Updated 2 years ago
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆469Jul 13, 2026Updated last week
- Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digit…☆3,020Updated this week
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆951Nov 27, 2024Updated last year
- This repository holds the Appendix Documents for the EdX TinyML Specialization☆83May 3, 2024Updated 2 years ago
- TinyML example showing how to do anomaly detection with Python and Arduino☆182Oct 21, 2020Updated 5 years ago
- attentional sequence-to-sequence model (based on LSTMs) in TFLite Micro, tested on Arduino Nano 33 BLE☆30Mar 23, 2022Updated 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.
- A curated list of resources for embedded AI☆543Updated this week
- Enabling Intelligent edge devices with ultra low-power Arm MCUs and TensorFlow Lite☆32Nov 21, 2022Updated 3 years ago
- Machine Learning inference engine for Microcontrollers and Embedded devices☆745Jul 17, 2026Updated last week
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆81Aug 23, 2022Updated 3 years ago
- TinyML Papers☆15Mar 11, 2025Updated last year
- Arduino TinyML trash classification example☆10Dec 21, 2020Updated 5 years ago
- A higher-level Neural Network library for microcontrollers.☆1,162Apr 8, 2024Updated 2 years ago
- A scheme for privacy-preserving learning on Tiny Devices.☆48Jan 12, 2022Updated 4 years ago
- TinyMaix is a tiny inference library for microcontrollers (TinyML).☆1,068Feb 5, 2025Updated last year
- 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.
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆603Jul 22, 2025Updated last year
- ☆30Feb 7, 2020Updated 6 years ago
- ☆279Feb 10, 2025Updated last year
- TensorFlow Lite Micro for Espressif Chipsets☆678Jun 2, 2026Updated last month
- On-Device Training Under 256KB Memory [NeurIPS'22]☆524Mar 29, 2024Updated 2 years ago
- A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and o…☆280Feb 23, 2023Updated 3 years ago
- A tool to support using classification models in low-power and microcontroller-based embedded systems.☆18Apr 5, 2023Updated 3 years ago
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆52Mar 19, 2020Updated 6 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,953Dec 14, 2023Updated 2 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.
- TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning☆26Jun 2, 2023Updated 3 years ago
- source code☆14Mar 3, 2021Updated 5 years ago
- Code for WF-IoT paper 'TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers'☆40Jul 23, 2022Updated 4 years ago
- Eloquent interface to Tensorflow Lite for Microcontrollers☆348Jul 18, 2024Updated 2 years ago
- TFLite model analyzer & memory optimizer☆136Jan 23, 2024Updated 2 years ago
- Notes on Machine Learning on edge for embedded/sensor/IoT uses☆312Updated this week
- AI Model Zoo for STM32 devices☆715Apr 21, 2026Updated 3 months ago