Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).
☆2,835Apr 1, 2026Updated last 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☆621Mar 9, 2026Updated last month
- ☆275Dec 21, 2023Updated 2 years ago
- A higher-level Neural Network library for microcontrollers.☆1,150Apr 8, 2024Updated 2 years ago
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆453Updated this week
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆935Nov 27, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆251Mar 31, 2023Updated 3 years ago
- Optimised Neural Network functions for Espressif chipsets☆213Updated this week
- CMSIS-NN Library☆381Mar 30, 2026Updated last week
- This is a list of interesting papers and projects about TinyML.☆993Dec 8, 2025Updated 4 months ago
- Running TensorFlow Lite model on STM32.☆41Aug 3, 2020Updated 5 years ago
- TinyMaix is a tiny inference library for microcontrollers (TinyML).☆1,045Feb 5, 2025Updated last year
- TinyML AI inference library☆1,918May 10, 2025Updated 11 months ago
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆81Aug 23, 2022Updated 3 years ago
- ☆1,120Nov 29, 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 and start building anything your business needs.
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆677Mar 29, 2024Updated 2 years ago
- Eloquent interface to Tensorflow Lite for Microcontrollers☆340Jul 18, 2024Updated last year
- Pico TensorFlow Lite Port☆736Dec 27, 2024Updated last year
- Arm Machine Learning tutorials and examples☆484Mar 27, 2026Updated 2 weeks ago
- Machine Learning inference engine for Microcontrollers and Embedded devices☆711Apr 2, 2026Updated last week
- ☆16Dec 7, 2022Updated 3 years ago
- Espressif deep-learning library for AIoT applications☆966Apr 2, 2026Updated last week
- Source code for Coral Dev Board Micro☆131Mar 25, 2026Updated 2 weeks ago
- This is the Arduino® compatible port of the AIfES machine learning framework, developed and maintained by Fraunhofer Institute for Microe…☆250Feb 20, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆270May 25, 2021Updated 4 years ago
- TinyML Cookbook, published by Packt☆303Mar 2, 2026Updated last month
- Allows you to run machine learning models locally on your ESP32 device.☆294Feb 7, 2023Updated 3 years ago
- CMSIS Version 5 Development Repository☆1,584Sep 3, 2024Updated last year
- Keyword spotting on Arm Cortex-M Microcontrollers☆1,233Apr 10, 2019Updated 7 years ago
- LiteRT, successor to TensorFlow Lite. is Google's On-device framework for high-performance ML & GenAI deployment on edge platforms, via e…☆2,143Updated this week
- Cadence HiFi4 Neural Network (NN) Library☆57Oct 1, 2025Updated 6 months ago
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆604Jul 22, 2025Updated 8 months ago
- TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.☆437Mar 19, 2026Updated 3 weeks ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- 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)☆198Jan 22, 2025Updated last year
- On-device AI across mobile, embedded and edge for PyTorch☆4,469Updated this week
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆49Mar 19, 2020Updated 6 years ago
- AI Model Zoo for STM32 devices☆657Mar 12, 2026Updated 3 weeks ago
- Face detection and recognition framework☆2,043Jan 30, 2026Updated 2 months ago
- Arm NN ML Software.☆1,301Jan 23, 2026Updated 2 months ago
- HiFi 5 NN Library