faceprocessor
nofacedb/faceprocessor is a face recognition engine for NoFaceDB program complex.
Tech
faceprocessor uses a number of open source projects to work properly:
- face_recognition - simple but cool API for processing faces on images;
- AIOHTTP - asynchronous HTTP library;
Installation
faceprocessor requires Python v3.6+ to run.
Get faceprocessor (and other microservices), install the dependencies from requirements.txt, and now You are ready to find faces!$ git clone https://github.com/nofacedb/faceprocessor $ cd faceprocessor $ pip install -r requirements.txt
HowTo
faceprocessor consists of two main scripts: src/faceprocessor.py and src/runner.py. First is a complete server + facerecognizer and second is it's suprevisor. Because of faceprocessor.py can't clean GPU memory after it processes image (and executing it for every new image is too slow), it processes images until it fails, and ther runner.py restarts it.
Many thanks to:
- Igor Vishnyakov and Mikhail Pinchukov - my scientific directors;
GitHub
nofacedb
