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https://github.com/aryashah2k/3dnnvisualizer

3D Neural Network visualizer for YOLO v2 - tiny, AlexNet, LeNet built with Javascript, Tensorflow JS, Keras and TensorSpace JS.

https://github.com/aryashah2k/3dnnvisualizer

Science Score: 36.0%

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

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    1 of 2 committers (50.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (3.0%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

3D Neural Network visualizer for YOLO v2 - tiny, AlexNet, LeNet built with Javascript, Tensorflow JS, Keras and TensorSpace JS.

Basic Info
  • Host: GitHub
  • Owner: aryashah2k
  • License: apache-2.0
  • Language: JavaScript
  • Default Branch: main
  • Size: 281 MB
Statistics
  • Stars: 11
  • Watchers: 1
  • Forks: 1
  • Open Issues: 0
  • Releases: 0
Created about 2 years ago · Last pushed over 1 year ago
Metadata Files
Readme License

README.md

3DNN Visualizer

3DNN Visualizer is a Neural Network visualizer primarily built with Javascript. Major dependencies are: Tensorflow JS, Keras and TensorSpace JS.

Visualized Models

  1. YOLO v2 - tiny
  2. AlexNet
  3. LeNet

Project Demo

Live Demo: 3DNN Visualizer

Visualizer Web Application

Web App

Acknowledgements

The code is based on the official code of TensorFlow JS, as well as TensorSpace Framework.

Owner

  • Name: Arya Shah
  • Login: aryashah2k
  • Kind: user
  • Location: Mumbai, India
  • Company: IIT Gandhinagar

Artificial Intelligence Engineer & Researcher

GitHub Events

Total
  • Watch event: 6
  • Issue comment event: 1
  • Pull request review event: 1
  • Pull request event: 2
  • Fork event: 1
Last Year
  • Watch event: 6
  • Issue comment event: 1
  • Pull request review event: 1
  • Pull request event: 2
  • Fork event: 1

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 125
  • Total Committers: 2
  • Avg Commits per committer: 62.5
  • Development Distribution Score (DDS): 0.008
Past Year
  • Commits: 1
  • Committers: 1
  • Avg Commits per committer: 1.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Arya Shah a****2@n****n 124
Jinansh2608 s****9@g****m 1
Committer Domains (Top 20 + Academic)
nmims.edu.in: 1

Issues and Pull Requests

Last synced: about 1 year ago

All Time
  • Total issues: 0
  • Total pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: 2 days
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 1.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: 2 days
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 1.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
  • Jinansh2608 (2)
Top Labels
Issue Labels
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