Face-Cartooniztion

This project is about creating a real time application that applies cartooning filters on faces a similar idea to snapchat.

Used Algorithms:

• Viola-Jones for face detection
• (Average of Synthetic Exact Filters) ASEF Algorithm to detect facial features.
• K-Means for color grouping.

Used Libraries

Note: Preferred to use python 3.8 or higher

• scikit-image
• opencv
• matplotlib
• numpy
• imutil
• progress
• tkinter
• scipy.fft
• pickle
• shutil
• PIL
• progress
• collections

How to Use

To start using the application make sure you have a webcam.

cd Facial-Feature-Extractor
python main.py

ASEF

To train

cd Facial-Feature-Extractor
python train.py

To test

cd Facial-Feature-Extractor
python test.py

Viola-Jones

To train

cd ViolaJones
python train.py

Testing and results are in main.ipynb

Results

Contributors