---
# System prepended metadata

title: Rapid deploy Object detection system in Mobile Edge Computing

---

# Rapid deploy Object detection system in Mobile Edge Computing

[toc]

### 主講者
Ming-Han Tsai
GDSC NDHU Lead ->[Google DSC Summit](https://dscndhu.blogspot.com/2022/05/leads-summit.html)
Tecnsorflow user group Taipei Co-oganizer-> [Meet-up](https://www.meetup.com/tensorflow-user-group-taipei/)
[My_Github](https://github.com/aloha1357)
[My_Linkedin](https://www.linkedin.com/in/aloha1357/)

# 邊緣運算之快速物件辨識系統 佈署於永續校園智能停車場應用
##    前端
:::danger
* ###    UI/UX 純手刻 css/Html ->極度不推薦 
:::
:::success
*  ###   UI/UX -> Css/Angular
:::

## 推薦 Angular
Angular- [Angular doc](https://developer.mozilla.org/zh-TW/docs/Learn/Tools_and_testing/Client-side_JavaScript_frameworks/Angular_getting_started)
(GDSC 暑假活動有Angular GDE 的線上免費講座 手把手教學喔) 
    -> 
    [GDSC](https://dscndhu.blogspot.com/)
    [Discord](https://discord.gg/w7HsG9mcPH)
##    後端
* Python 
    * FastAPI 
        * 快速 超快
        * 開源資源較少
    * Flask API
        * 資源充足
* JavaScript
    * Node.js
## 推薦 FastAPI  搭配 Python Alembic
教學影片- [Python API Development](https://www.youtube.com/watch?v=0sOvCWFmrtA&t=24573s)

##    辨識
* JavaScript
    * [Tensorflow.js](https://www.tensorflow.org/js?hl=zh-tw)
    * [Mlp5](https://ml5js.org/)
## 推薦 Mlp5
教學影片- [Mlp5](https://www.youtube.com/watch?v=QEzRxnuaZCk)

##    快速存取
Google Action 搭配 Line chatbot, Dialogflow, firebase
iT邦幫忙 鐵人賽 Google Action 專家 教學-[google action](https://ithelp.ithome.com.tw/articles/10259257)
## 小結
代碼
Github link
    [網頁](https://github.com/aloha1357/opencv)
    [後端](https://github.com/aloha1357/Basic-python-api)
    [快速存取](https://github.com/aloha1357/Basic-python-api)
專題內容
[Poster](https://drive.google.com/file/d/18km4WYjaQ_CrYjsRri_lP-_jHNvPTDEp/view?usp=sharing)
[Demo Video](https://drive.google.com/file/d/1s9pPk5vuD4an_xz5l_okdnkEF13UeiVK/view?usp=sharing)
[雲端連結](https://drive.google.com/drive/folders/1_evfNnaNwzXUj3nISSv1Fu6Iyd5p6pQR?usp=sharing)
