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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

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 5 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (3.0%) to scientific vocabulary

Keywords

deep-learning docker memes python
Last synced: 6 months ago · JSON representation ·

Repository

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.

Basic Info
  • Host: GitHub
  • Owner: pulipulichen
  • License: mit
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage: https://blog.pulipuli.info
  • Size: 9.68 MB
Statistics
  • Stars: 0
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 2
Topics
deep-learning docker memes python
Created about 2 years ago · Last pushed over 1 year ago
Metadata Files
Readme License Citation

README.md

DOI

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。

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

How to Use

https://rb.gy/5k9lfy

Owner

  • Name: Pulipuli Chen
  • Login: pulipulichen
  • Kind: user
  • Location: Taiwan

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it using these metadata."
authors:
  - family-names: Chen
    given-names: Yung-Ting
    orcid: https://orcid.org/0000-0003-3751-610X
    email: https://blog.pulipuli.info
title: "docker-app-MEME-PAM-Analyzer"
license: "MIT"
repository-code: "https://github.com/pulipulichen/docker-app-MEME-PAM-Analyzer"
abstract: "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."
identifiers:
  - type: doi
    value: 10.5281/zenodo.11398527

GitHub Events

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Last Year

Committers

Last synced: 8 months ago

All Time
  • Total Commits: 41
  • Total Committers: 2
  • Avg Commits per committer: 20.5
  • Development Distribution Score (DDS): 0.073
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Pulipuli Chen p****n@g****m 38
0121ice 0****e@g****m 3

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
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Dependencies

Dockerfile docker
  • jupyter/datascience-notebook ubuntu-20.04 build
docker-build/image/docker-compose-template.yml docker
  • pudding/docker-web docker-app-meme-pam-analyzer-app-20240128.033101
docker-compose.yml docker
package.json npm
docker-build/Dockerfile docker
  • jupyter/datascience-notebook ubuntu-20.04 build