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face-dataset-maker's Introduction

Face Dataset Generator

This simple program was developed to help in generation datasets that you can
use for facial detection and recognition models.
The program uses OpenCV's haarcascade_frontalface_alt2.xml for
face detection then the detected face is saved in the folder you specify.
For this program images would be saved under a folder called images already
specified for you and a subfolder which you'll specifiy yourself, e.g martin

How to

  • Create a virtual environment:
    virtualenv dataset
  • Start the environment: (Linux)
    source dataset/bin/activate
  • Use pip to install dependencies:
    pip3 install -r requirements.txt
  • Run the generator:
    python3 dataset_maker.py
    This should prompt you for a folder name as below
    image1
    Once you click Entr, a video stream will start showing. A green bounding box indicates that images are being saved. image2
  • The directories are
    image3 image4 image5

- Sample image
![image6] - To quit press Q

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