Nimon77/face-auto-crop

A python program that detects human faces in an image and crops them automatically.

Face Detection And Auto Crop

A python program that detects all human faces in an image and crops them automatically.

Optional

The best practice for your project is to use a virtual environment.

Download

git clone https://github.com/Nimon77/face-auto-crop.git

Python version: 3.11

You can use pyenv to have multiple python version on your system and make venv with pipenv

Installation (with pipenv)

pip install --user pipenv
cd face-auto-crop
pipenv install
pipenv shell

Installation (with virtualenv)

cd face-auto-crop
python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

Installation (without virtualenv)

cd face-auto-crop
pip install -r requirements.txt

Usage

usage: auto_crop.py [-h] [-t THREAD] [-o OUTPUT] image [image ...]

Auto crop faces from images.

positional arguments:
  image                 image file or directory path

options:
  -h, --help            show this help message and exit
  -t THREAD, --thread THREAD
                        number of threads (default: 1)
  -o OUTPUT, --output OUTPUT
                        output directory (default: result)

Example

python auto_crop.py images/peoples.jpg

or

python auto_crop.py image/peoples.jpg data/group.png human.jpeg

or

python auto_crop.py -t 4 images/

Successfully cropped images will be saved in a folder named "result" or in the output directory if specified