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
- CubeAI (X-CUBE-AI)
- 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
