tensorflow / tflite-micro
Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).
☆2,096Updated this week
Alternatives and similar repositories for tflite-micro:
Users that are interested in tflite-micro are comparing it to the libraries listed below
- ☆238Updated last year
- TensorFlow Lite Micro for Espressif Chipsets☆434Updated 3 weeks ago
- TinyML Cookbook, published by Packt☆255Updated last year
- Espressif deep-learning library for AIoT applications☆635Updated this week
- Arm Machine Learning tutorials and examples☆447Updated 2 months ago
- TinyMaix is a tiny inference library for microcontrollers (TinyML).☆940Updated 2 weeks ago
- This is a list of interesting papers and projects about TinyML.☆819Updated last month
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆515Updated 10 months ago
- CMSIS-NN Library☆241Updated this week
- MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆379Updated this week
- Eloquent interface to Tensorflow Lite for Microcontrollers☆309Updated 7 months 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)☆159Updated 3 weeks ago
- ☆822Updated last year
- ☆216Updated last year
- AI Model Zoo for STM32 devices☆352Updated 2 months ago
- A higher-level Neural Network library for microcontrollers.☆1,001Updated 10 months ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆838Updated 2 months ago
- TinyML AI inference library☆1,766Updated 3 months ago
- Code for MobiCom paper 'TinyML-CAM: 80 FPS Image Recognition in 1 Kb RAM'☆250Updated 2 years ago
- Arm NN ML Software. The code here is a read-only mirror of https://review.mlplatform.org/admin/repos/ml/armnn☆1,226Updated this week
- Pico TensorFlow Lite Port☆669Updated last month
- DSP library for ESP-IDF☆512Updated 3 months ago
- Machine Learning inference engine for Microcontrollers and Embedded devices☆582Updated last month
- A curated list of resources for embedded AI☆392Updated 2 weeks ago
- Optimised Neural Network functions for Espressif chipsets☆161Updated 5 months ago
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆578Updated 2 years ago
- ☆268Updated 3 years ago
- Shrinked OpenCV for ESP32☆371Updated 6 months ago
- Running TensorFlow Lite model on STM32.☆40Updated 4 years ago
- This is the Arduino® compatible port of the AIfES machine learning framework, developed and maintained by Fraunhofer Institute for Microe…☆229Updated last year