# 20251129_慈濟大學資訊工程學系_邊緣智慧(Edge AI)工作坊【快速指令區】

**活動簡介： [2025 慈濟大學資訊工程學系 邊緣智慧(Edge AI)及微型機器學習(TinyML)工作坊](https://hackmd.io/@OmniXRI-Jack/TCU_Edge_AI_TinyML)**

為方便快速開啟及執行相關程式，以下提供相關連結。

## 1.Intel AI PC 與 OpenVINO 簡介

* [Intel OpenVINO Toolkit Document](https://docs.openvino.ai/2025/index.html)
* [Intel OpenVINO Notebooks Github](https://github.com/openvinotoolkit/openvino_notebooks)
* [Intel OpenVINO Notebooks Pages](https://openvinotoolkit.github.io/openvino_notebooks/)
* [生成式 AI 應用實例 ─ 虛擬分身（數字人）](https://omnixri.blogspot.com/2025/04/intel-ai-pc-openvino.html)
* 生成式 AI 應用實例 ─ 聲控機器人Tonypi
* [相關影片](https://www.bilibili.com/video/BV1TKtteDEe1)
* [相關源碼](https://github.com/TommyZihao/openvino_tonypi)

## 2.OpenVINO YOLO 物件偵測實作

* [UltraLytics YOLO Github](https://github.com/ultralytics/ultralytics)
* [Intel OpenVINO Colab 範例 ─ Convert and Optimize YOLOv11 real-time object detection with OpenVINO](https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/latest/notebooks/yolov11-optimization/yolov11-object-detection.ipynb)
* [延伸練習 ─ 姿態估測 ─ Convert and Optimize YOLOv11 keypoint detection model with OpenVINO](https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/latest/notebooks/yolov11-optimization/yolov11-keypoint-detection.ipynb)
* [延伸練習 ─ 影像分割 ─ Convert and Optimize YOLOv11 instance segmentation model with OpenVINO](https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/latest/notebooks/yolov11-optimization/yolov11-instance-segmentation.ipynb)

## 3.OpenVINO 生成式 AI 模型實作

* [Colab+OpenVINO ─ 影像生成 TinySD](https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/latest/notebooks/tiny-sd-image-generation/tiny-sd-image-generation.ipynb)
* [Colab+OpenVINO – 音樂生成 MusicGen](https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/latest/notebooks/music-generation/music-generation.ipynb)
* [OpenVINO Notebooks 範例 ─ 語音生成 TTS Bark](https://github.com/openvinotoolkit/openvino_notebooks/blob/latest/notebooks/bark-text-to-audio/bark-text-to-audio.ipynb)
* [OpenVINO Notebooks 範例 ─ 影像生成 ControlNet](https://github.com/openvinotoolkit/openvino_notebooks/blob/latest/notebooks/controlnet-stable-diffusion/controlnet-stable-diffusion.ipynb)
* Intel OpenVINO 虛擬分身（數字人）展示
* [如何使用 Intel AI PC 及 OpenVINO 實現虛擬主播](https://omnixri.blogspot.com/2024/12/intel-ai-pc-openvino.html)
* [輕鬆用 Intel AI PC 及 OpenVINO 建立數位分身](https://omnixri.blogspot.com/2025/04/intel-ai-pc-openvino.html)
* [HuggingFace + Intel 預訓練模型庫](https://huggingface.co/Intel)
* [Intel 快速建構部署模型工具 ─ Geti](https://github.com/open-edge-platform/geti)
* [Intel AI Playground 生成式 AI 工具](https://game.intel.com/tw/stories/introducing-ai-playground/)
* Intel AI Playground 展示
* [有了 Intel AI Playground 不寫程式也能輕鬆玩生成式AI](https://omnixri.blogspot.com/2025/09/intel-ai-playground-ai.html)
* [Edge AI Reference Kit for OpenVINO](https://github.com/openvinotoolkit/openvino_build_deploy/tree/master/ai_ref_kits#edge-ai-reference-kits-for-openvino-toolkit)
* Intel OpenVINO學習資源
* [Intel OpenVINO Document](https://docs.openvino.ai/)
* [Intel OpenVINO Toolkit (Youtube)](https://www.youtube.com/watch?v=kY9nZbX1DWM&list=PLg-UKERBljNxdIQir1wrirZJ50yTp4eHv)
* [Intel OpenVINO Toolkit (Meduim)](https://medium.com/@openvino)
* [OmniXRI，許哲豪，OpenVINO系列發文](https://hackmd.io/@OmniXRI-Jack/series_articles#OpenVINO%E7%B3%BB%E5%88%97)
* [MakerPRO， OpenVINO系列發文](https://makerpro.cc/category/suppliers/openvino-column/)

## 參考文獻

* 歐尼克斯實境互動工作室，TinyML(MCU AI)系列發文
https://hackmd.io/@OmniXRI-Jack/series_articles#TinyMLMCU-AI%E7%B3%BB%E5%88%97
* 許哲豪，【課程簡報】20231117_慈濟醫資_利用邊緣運算工具OpenVINO快速搭建智慧醫療應用
https://omnixri.blogspot.com/2023/11/20231117openvino13.html
* 許哲豪，OmniXRI TinyML 小學堂 (2025)
https://omnixri.blogspot.com/2025/06/omnixri-tinyml-2025.html
* Intel, OpenVINO Documents
https://docs.openvino.ai/2025/index.html
* Intel, OpenVINO Notebooks Github
https://github.com/openvinotoolkit/openvino_notebooks