# **電腦視覺與影像處理學習資源整理**

#### **1.應用領域分類**
1. 辨識(Recogintion)
2. 影像生成(Image generation)
3. 圖像描述(Image caption)
4. 風格轉移(Style transfer)
5. 姿態估計(Pos Estimation)
6. 視頻跟踪(Multiple Object Tracking)

#### **2.免費課程資源**
1. 理論課程
[中央大學講義](http://ip.csie.ncu.edu.tw/course/IP/IP1601cp.pdf)
[Digital Image processing_yt1](https://www.youtube.com/playlist?list=PLZ9qNFMHZ-A79y1StvUUqgyL-O0fZh2rs&ab_channel=AlanSaberi)
2. 實作課程
1. OpenCV
[Python版1](https://grady1006.medium.com/opencv-python%E7%B3%BB%E5%88%97%E2%85%B1-%E5%9F%BA%E7%A4%8E%E5%BD%B1%E5%83%8F%E8%99%95%E7%90%86%E6%93%8D%E4%BD%9C%E9%9B%86%E5%90%88%E5%8C%85-7416f25cd2e2)
[C](https://homepages.inf.ed.ac.uk/rbf/BOOKS/PHILLIPS/cips2ed.pdf)
[C++](https://www.programmersought.com/article/47914233574/)
[C++2](https://www.opencv-srf.com/p/introduction.html)
[IT幫幫忙](https://ithelp.ithome.com.tw/articles/10246072)
[官網文件教學](https://www.docs.opencv.org/4.0.0/)
[簡易OpenCV部落格](https://blog.gtwang.org/tag/opencv/)
2. 影像辨識&處理練習
[IT幫幫忙1](https://ithelp.ithome.com.tw/articles/10192950)
[IT幫幫忙2](https://ithelp.ithome.com.tw/articles/10205117)
[IT幫幫忙3](https://ithelp.ithome.com.tw/articles/10246302)
3. 硬體教學資源
1. 樹梅派
[技術部落格](https://blog.cavedu.com/2020/11/26/google-teachable-machine-raspberry-pi-4/)
5. 深度學習框架
[tensorflow](https://ithelp.ithome.com.tw/articles/10240572)
7. 影像辨識學習方向(keywords)
[Quroa](https://www.quora.com/How-do-I-start-learning-image-processing-in-C-C++)
[stackoverflow自學資源問答](https://stackoverflow.com/questions/57212961/learning-image-processing-from-scratch)