tensorflow / tflite-microLinks
Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).
☆2,490Updated 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☆529Updated 2 weeks ago
- ☆256Updated last year
- Espressif deep-learning library for AIoT applications☆793Updated this week
- AI Model Zoo for STM32 devices☆477Updated last month
- CMSIS-NN Library☆311Updated last week
- A higher-level Neural Network library for microcontrollers.☆1,083Updated last year
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆595Updated last year
- Arm Machine Learning tutorials and examples☆472Updated last week
- TinyMaix is a tiny inference library for microcontrollers (TinyML).☆1,009Updated 7 months ago
- ☆966Updated last year
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆597Updated last month
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆889Updated 9 months ago
- Machine Learning inference engine for Microcontrollers and Embedded devices☆656Updated 3 weeks ago
- Running TensorFlow Lite model on STM32.☆41Updated 5 years ago
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆424Updated last month
- Optimised Neural Network functions for Espressif chipsets☆190Updated 2 weeks 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)☆175Updated 7 months ago
- Arm NN ML Software. The code here is a read-only mirror of https://review.mlplatform.org/admin/repos/ml/armnn☆1,282Updated 2 weeks ago
- CMSIS Version 5 Development Repository☆1,514Updated last year
- Pico TensorFlow Lite Port☆708Updated 8 months ago
- ☆238Updated 2 years ago
- ☆224Updated 7 months ago
- CMSIS-DSP embedded compute library for Cortex-M and Cortex-A☆807Updated this week
- A curated list of resources for embedded AI☆461Updated last month
- DSP library for ESP-IDF☆592Updated 2 months ago
- A custom micropython firmware integrating tensorflow lite for microcontrollers and ulab to implement the tensorflow micro examples.☆188Updated 7 months ago
- This repository holds the Appendix Documents for the EdX TinyML Specialization☆74Updated last year
- A lightweight, portable pure C99 onnx inference engine for embedded devices with hardware acceleration support.☆632Updated last month
- Face detection and recognition framework☆1,909Updated last month
- Pure C ONNX runtime with zero dependancies for embedded devices☆210Updated last year