/FaceSicknessDetection

A Visual Machine Learning Diagnostic tool

Primary LanguagePython

FACE SICKNESS DETECTION

An approach to sickness diagnostic with computer vision

Python Version Django Version

YOUTUBE AS YOUTUBE: youtube.com/CollinceOkumu

Running the Project Locally

setting up a virtual environment

sudo pip3 install virtualenv
virtualenv FaceSicknessDetection
source FaceSicknessDetection/bin/activate

NOTE

Dont forget to download dlib facial landmark detection pretrained model.Include it on the root directory Download Dlib landmark detector

First, clone the repository to your local machine:

git clone https://github.com/collinsokumu/FaceSicknessDetection.git

Install the requirements:

pip install -r requirements.txt

Apply the migrations:

python manage.py migrate

Finally, run the development server:

python manage.py runserver

The project will be available at 127.0.0.1:8000.

License

The source code is released under the MIT License.

Gallary

HEALTHY SICK

References

Illness Is Written All Over Your Face

Detecting Visually Observable Disease Symptoms from Face

FUTURE WORK

  • Train an end to end model tunned for sickness detection
  • Enhance accuracy
  • Determine the exact disease in patient through the same technology
  • Work on the user interface