# TinyML MCU 等級開源推論引擎

Jack OmniXRI, 2025.6.5 整理製作

## 開源推論引擎

* Arm CMSIS-6 (NN, DSP)
https://github.com/ARM-software/CMSIS_6
* Google LiteRT （TensorFlow Lite）
https://github.com/google-ai-edge/litert
* Google TensorFlow Lite for Microcontroller (TFLite-Micro)
https://github.com/tensorflow/tflite-micro
* PyTorch ExecuTorch
https://github.com/pytorch/executorch
* PyTorch QNNPack
https://github.com/pytorch/qnnpack
* Alibaba MNN
https://github.com/alibaba/MNN
* Alibaba TinyNeuralNetwork
https://github.com/alibaba/TinyNeuralNetwork
* Tencent TNN
https://github.com/Tencent/TNN
* Tencent NCNN
https://github.com/Tencent/ncnn
* uTensor
https://github.com/uTensor/uTensor
* Fraunhofer-IMS AIfES
https://github.com/Fraunhofer-IMS/AIfES_for_Arduino
* Sipeed TinyMaix
https://github.com/sipeed/TinyMaix
* XiaoMi MACE
https://github.com/XiaoMi/mace
* PaddlePaddle Paddle-Lite
https://github.com/PaddlePaddle/Paddle-Lite
* Eloquent EloquentMicroML
https://github.com/eloquentarduino/EloquentMicroML
* Kraiskil ONNX2C
https://github.com/kraiskil/onnx2c
* Huawei MindSpore
https://github.com/mindspore-ai/mindspore
* SenseTime OpenPPL (PPLNN)
https://github.com/OpenPPL/ppl.nn
* Open AI Lab Tengine
https://github.com/OAID/Tengine

## AI 相關編譯器

* MicroTVM
https://tvm.hyper.ai/docs/topic/microtvm/
* Skymizer ONNC
https://github.com/ONNC/onnc
* Arm Ethos-U Vela Compiler
https://pypi.org/project/ethos-u-vela/

## MCU 專用工具

* Edge Impulse
https://docs.edgeimpulse.com/docs
* STM32
- CubeAI (X-CUBE-AI)
https://stm32ai.st.com/stm32-cube-ai/
- NanoEdge AI Studio
https://stm32ai.st.com/nanoedge-ai/
- ST Edge AI Suit
https://www.st.com/content/st_com/en/st-edge-ai-suite.html
* NXP eIQ
https://www.nxp.com/design/design-center/software/eiq-ai-development-environment:EIQ
* Renesas eAI
https://www.renesas.com/en/key-technologies/artificial-intelligence/e-ai/e-ai-development-environment-microcontrollers