https://github.com/anoop-singh-dev/facedetection-and-recognition-using-bpn

Face Detection and Recognition
https://github.com/anoop-singh-dev/facedetection-and-recognition-using-bpn

opencv python

Last synced: 2 months ago
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Face Detection and Recognition

• Host: GitHub
• URL: https://github.com/anoop-singh-dev/facedetection-and-recognition-using-bpn
• Owner: anoop-singh-dev
• Created: 2017-12-04T09:33:12.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2018-02-09T21:17:12.000Z (over 8 years ago)
• Last Synced: 2025-06-02T07:26:06.793Z (about 1 year ago)
• Topics: opencv, python
• Language: Python
• Homepage:
• Size: 3.16 MB
• Stars: 1
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# FaceDetection-and-Recognition-using-BPN

## Prerequisites

* Python 2.x

* OpenCV 3.x

* Pillow Python Library

## Running the tests

### For Face Detection in image

* Go folder face_detection:- and run

* $ python face_detect.py a1.jpg haarcascade_frontalface_default.xml

![abc](https://user-images.githubusercontent.com/9657488/35817254-e79b3612-0ac2-11e8-9144-54cfbabedb03.png)

### For Face Detection through webcam

* $ python live.py haarcascade_frontalface_default.xml

### For face recognition

* run the dataSetGenerator.py and enter a unique id to create face samples with your face

* run trainer.py for trained dataset

* run detector.py for recognition of face

![bbf](https://user-images.githubusercontent.com/9657488/35817774-5284ddb0-0ac4-11e8-98a0-249db21a92c0.png)

### For running a simple back propagation neural network

* Go folder back_propagation_neural_network

* $ python nu1.py

![bpnn](https://user-images.githubusercontent.com/9657488/36050444-91f3fd78-0e0c-11e8-8a9d-b2512ed9687d.png)

#### --> We not use back propagation neural network for face recognition,we only cerate a simple BPNN and trained it.