tensorflow / tflite-microLinks
Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).
☆2,748Updated this week
Alternatives and similar repositories for tflite-micro
Users that are interested in tflite-micro are comparing it to the libraries listed below
Sorting:
- TensorFlow Lite Micro for Espressif Chipsets☆591Updated 2 months ago
- AI Model Zoo for STM32 devices☆611Updated 2 weeks ago
- ☆270Updated 2 years ago
- This is a list of interesting papers and projects about TinyML.☆977Updated 2 months ago
- CMSIS-NN Library☆364Updated 2 weeks ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆648Updated last year
- ☆1,073Updated 2 years ago
- TinyMaix is a tiny inference library for microcontrollers (TinyML).☆1,033Updated last year
- Espressif deep-learning library for AIoT applications☆908Updated 2 weeks ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆922Updated last year
- Arm Machine Learning tutorials and examples☆481Updated this week
- Machine Learning inference engine for Microcontrollers and Embedded devices☆696Updated 2 weeks ago
- A higher-level Neural Network library for microcontrollers.☆1,131Updated last year
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆600Updated 6 months ago
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆443Updated last month
- TinyML AI inference library☆1,902Updated 8 months ago
- TinyML Cookbook, published by Packt☆297Updated this week
- ☆249Updated 11 months ago
- Arm NN ML Software.☆1,296Updated 2 weeks ago
- ☆248Updated 2 years ago
- Eloquent interface to Tensorflow Lite for Microcontrollers☆335Updated last year
- Optimised Neural Network functions for Espressif chipsets☆203Updated 5 months ago
- Running TensorFlow Lite model on STM32.☆42Updated 5 years ago
- This is the Arduino® compatible port of the AIfES machine learning framework, developed and maintained by Fraunhofer Institute for Microe…☆247Updated last year
- 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)☆186Updated last year
- Generate C code for microcontrollers from Python's sklearn classifiers☆202Updated last year
- Pico TensorFlow Lite Port☆729Updated last year
- This repository holds the Appendix Documents for the EdX TinyML Specialization☆80Updated last year
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆81Updated 3 years ago
- CMSIS Version 5 Development Repository☆1,568Updated last year