oflynned / Snapchat Filter
3 facial filters on a webcam feed using OpenCV & ML - face swap, glasses and moustache
Stars: ✭ 35
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python
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Installation
python3 -m virtualenv -p python3 .env
source .env/bin/activate
pip3 install -r requirements.txt
(mkdir -p resources; cd resources; curl http://dlib.net/files/shape_predictor_68_face_landmarks.dat.bz2 | bzip2 -d > shape_predictor_68_face_landmarks.dat)
Running
source .env/bin/activate
# Glasses filter
./main.py --filter glasses --footage glasses.png
# Moustache filter
./main.py --filter moustache --footage resources/moustache.png
Research paper
Paper written on this is available here: https://syzible.com/snapchat-filters.pdf
3 filters for CS7434 augmented reality - face swap, glasses and moustache
Clone the repo and create a directory in it called "resources". In this, you need the pre-trained face data available here: http://dlib.net/files/shape_predictor_68_face_landmarks.dat.bz2
In resources, place any images you want to use in it for filters (face swap images, moustache image, glasses image, etc); modify the code as appropriate.
Make sure you have Python 3 installed, see here for easy installation with Brew on OSX http://www.pyimagesearch.com/2016/12/19/install-opencv-3-on-macos-with-homebrew-the-easy-way/
If you want to create bug fixes or extend functionality, feel free to send pull requests.
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