https://github.com/hakaneroztekin/face-recognition

A face recognition application developed in JavaScript. It is a collaborative work of our project team.
https://github.com/hakaneroztekin/face-recognition

computer-vision face-recognition image-processing javascript

Last synced: about 1 month ago
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A face recognition application developed in JavaScript. It is a collaborative work of our project team.

• Host: GitHub
• URL: https://github.com/hakaneroztekin/face-recognition
• Owner: hakaneroztekin
• Created: 2018-11-06T14:11:26.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-11-11T10:49:15.000Z (over 6 years ago)
• Last Synced: 2024-11-11T01:12:03.454Z (3 months ago)
• Topics: computer-vision, face-recognition, image-processing, javascript
• Language: JavaScript
• Homepage:
• Size: 14.7 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Face Recognition with Javascript

Face recognition app is developed to train and test the AI model on face recognition. Dataset used to train the model is [LFW Dataset](http://vis-www.cs.umass.edu/lfw/lfw.tgz), while any other dataset can be used with similar format. Performance analysis is done using pairs.txt on the [site](http://vis-www.cs.umass.edu/lfw/).  

# Tools

Node.js as a backend tool and NPM Face Recognition as a face recognition library.

# Model Performance

After training the model using approximately 13000 images of 6000 people, model performance is tested. On 6000 different cases, of different images of same person (expected a "match") or different people (expected a "mismatch"), models performance result is **%98.62** success. 

# Developers

[@hatakancicek]( https://github.com/hatakancicek ) 

[@furkan1080]( https://github.com/furkan1080 ) 

[@hakaneroztekin]( https://github.com/hakaneroztekin )