Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).
☆3,135Oct 29, 2026Updated this week
Alternatives and similar repositories for tflite-micro
Users that are interested in tflite-micro are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TensorFlow Lite Micro for Espressif Chipsets☆718Sep 21, 2026Updated last month
- ☆280Dec 21, 2023Updated 2 years ago
- CMSIS-NN Library☆453Updated this week
- Optimised Neural Network functions for Espressif chipsets☆279Updated this week
- A higher-level Neural Network library for microcontrollers.☆1,171Apr 8, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆967Nov 27, 2024Updated last year
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆483Jul 13, 2026Updated 3 months ago
- This is a list of interesting papers and projects about TinyML.☆1,035Dec 8, 2025Updated 10 months ago
- TinyMaix is a tiny inference library for microcontrollers (TinyML).☆1,077Feb 5, 2025Updated last year
- ☆1,232Nov 29, 2023Updated 2 years ago
- TinyML AI inference library☆1,936May 10, 2025Updated last year
- Eloquent interface to Tensorflow Lite for Microcontrollers☆350Jul 18, 2024Updated 2 years ago
- Espressif deep-learning library for AIoT applications☆1,200Updated this week
- Machine Learning inference engine for Microcontrollers and Embedded devices☆770Jul 17, 2026Updated 3 months 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.
- Running TensorFlow Lite model on STM32.☆40Aug 3, 2020Updated 6 years ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆722Mar 29, 2024Updated 2 years ago
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆81Aug 23, 2022Updated 4 years ago
- Pico TensorFlow Lite Port☆751Dec 27, 2024Updated last year
- Arm Machine Learning tutorials and examples☆492Jul 9, 2026Updated 3 months ago
- LiteRT, successor to TensorFlow Lite. is Google's On-device framework for high-performance ML & GenAI deployment on edge platforms, via e…☆3,539Updated this week
- On-device AI across mobile, embedded and edge for PyTorch☆5,136Updated this week
- Keyword spotting on Arm Cortex-M Microcontrollers☆1,263Apr 10, 2019Updated 7 years ago
- Allows you to run machine learning models locally on your ESP32 device.☆299Jul 3, 2026Updated 3 months 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☆315Mar 2, 2026Updated 7 months ago
- Primary Git Repository for the Zephyr Project. Zephyr is a new generation, scalable, optimized, secure RTOS for multiple hardware archite…☆16,945Updated this week
- CMSIS Version 5 Development Repository☆1,602Sep 3, 2024Updated 2 years ago
- Cadence HiFi4 Neural Network (NN) Library☆61Sep 4, 2026Updated last month
- Espressif IoT Development Framework. Official development framework for Espressif SoCs.☆19,377Updated this week
- Source code for Coral Dev Board Micro☆136May 5, 2026Updated 5 months ago
- Face detection and recognition framework☆2,173Aug 21, 2026Updated 2 months ago
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆51Mar 19, 2020Updated 6 years ago
- TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.☆441Oct 21, 2026Updated last week
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- 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)☆217Jan 22, 2025Updated last year
- ☆269May 25, 2021Updated 5 years ago
- CMSIS-DSP embedded compute library for Cortex-M and Cortex-A☆1,127Updated this week
- AI Model Zoo for STM32 devices☆754Apr 21, 2026Updated 6 months ago
- This is the Arduino® compatible port of the AIfES machine learning framework, developed and maintained by Fraunhofer Institute for Microe…☆261May 4, 2026Updated 5 months ago
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆606Jul 22, 2025Updated last year
- Arm NN ML Software.☆1,320Sep 29, 2026Updated last month