https://github.com/r-papso/face-recognizer

Face recognition demo application
https://github.com/r-papso/face-recognizer

deep-learning face-recognition keras python tensorflow

Last synced: 1 day ago
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Face recognition demo application

• Host: GitHub
• URL: https://github.com/r-papso/face-recognizer
• Owner: r-papso
• Created: 2020-09-25T06:57:14.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2020-11-16T17:35:46.000Z (almost 4 years ago)
• Last Synced: 2024-06-09T14:28:55.498Z (5 months ago)
• Topics: deep-learning, face-recognition, keras, python, tensorflow
• Language: Python
• Homepage:
• Size: 94 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# FaceRecognizer

FaceRecognizer is a Python demo application used for face recognition. It has been created as a part of [bachelor thesis](https://opac.crzp.sk/?fn=detailBiblioForm&sid=81B8C7E3C61A011F1630311BFB16&seo=CRZP-detail-kniha) and consists of simple GUI, SQLite database used as storage for identities and trained convolutional neural network (CNN) with same architecture as [Light-CNN network](https://arxiv.org/abs/1511.02683).

## Prerequisites

Libraries needed to be installed before using FaceRecognizer app:

  * [Keras](https://keras.io/) (2.3.1)

  * [Tensorflow](https://www.tensorflow.org/) (2.1.0)

  * [Dlib](http://dlib.net/python/index.html) (19.19.0)

  * [Numpy](https://numpy.org/) (1.18.1)

  * [Pillow](https://python-pillow.org/) (7.0.0)

  * [OpenCV](https://opencv.org/) (4.2.0)

  * [Skimage](https://scikit-image.org/) (0.16.2)

  

Numbers in parentheses are versions of libraries used in development of the application. You can use different versions, but if you do so, application running is not guaranteed.

## Running the app

You can run the application from command line by executing [main.py](main.py) file:

```bash

python main.py

```