https://github.com/pulipulichen/docker-app-meme-pam-analyzer

An application designed for analyzing meme images, utilizing deep learning techniques to analyze the visual and semantic representation of meme images, and employing clustering algorithms to organize these memes.
https://github.com/pulipulichen/docker-app-meme-pam-analyzer

deep-learning docker memes python

Last synced: about 18 hours ago
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An application designed for analyzing meme images, utilizing deep learning techniques to analyze the visual and semantic representation of meme images, and employing clustering algorithms to organize these memes.

• Host: GitHub
• URL: https://github.com/pulipulichen/docker-app-meme-pam-analyzer
• Owner: pulipulichen
• License: mit
• Created: 2024-01-27T07:23:09.000Z (12 months ago)
• Default Branch: main
• Last Pushed: 2024-06-03T11:33:32.000Z (8 months ago)
• Last Synced: 2024-06-04T12:39:26.450Z (8 months ago)
• Topics: deep-learning, docker, memes, python
• Language: Jupyter Notebook
• Homepage: https://blog.pulipuli.info
• Size: 9.68 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Citation: CITATION.cff

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README

        
[![DOI](https://zenodo.org/badge/748968587.svg)](https://zenodo.org/doi/10.5281/zenodo.11398527)

# docker-app-MEME-PAM-Analyzer: 分析網路迷因圖片的應用程式

An application designed for analyzing meme images, utilizing deep learning techniques to analyze the visual and semantic representation of meme images, and employing clustering algorithms to organize these memes.

docker-app-MEME-PAM-Analyzer 是一個專為分析網路迷因圖片的應用程式，利用深度學習技術分析迷因圖片的視覺和語義表徵，並通過分群演算法來組織迷因圖片。

![](https://blogger.googleusercontent.com/img/a/AVvXsEgy9PC_Bcm2GElkNKcW3lpxR4w-kWtsQ3OfwdT8MK2J_lbuIRSvCIlNGpzwrzmV0yxKykUbimuIegPwRQpUo7dSm6ezpc4Z1P7Py9i7MYM-BE10hi8eMapktp2Cw6l2rvjgRIDky_GMdfq-rvH1g20XKG0yeAYKuL3bajmIkPQY25Pt3FX9p_KJqA)

# Key techniques

- **Docker**: 以容器化部署，確保應用程式具備可移植性和管理便利性。

- **Deep Learning**: 使用深度學習技術來分析迷因圖片的視覺和語義表徵。

- **Clustering Algorithms**: 使用K-Means、手肘法、CK指標等分群演算法來組織迷因圖片。

- **Python & Jupyter Lab**: 資料分析的程式。

# Citation

Chen, Y.-T. (2024). *Docker-app-MEME-PAM-Analyzer* (20240531.095623) [Computer software]. Zenodo. [https://doi.org/10.5281/ZENODO.11398527](https://doi.org/10.5281/ZENODO.11398527)

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# How to Use

 

https://rb.gy/5k9lfy