CartoonFace Predictor is an AI that detects the presence of animated faces in imgaes and predicts their gender. Try it out here.
- python3 (including development tools)
- fastapi
- uvicorn
- gunicorn
- python-multipart
- opencv (opencv-python-headless==4.6.0.66)
- aiohttp
- aiofiles
- gcc and g++ (on Windows install Visual Studio with C/C++ add-on)
- Cython
- PyTorch (pip3 install torch==1.10.0+cpu torchvision==0.11.0+cpu torchaudio==0.10.0 -f https://download.pytorch.org/whl/torch_stable.html)
- detectron2 (python3 -m pip install detectron2 -f https://dl.fbaipublicfiles.com/detectron2/wheels/cpu/torch1.10/index.html)
- grad-cam
- Node.js (>= 16) and npm
Navigate to root directory (where main-py is) and run gunicorn main:app --workers 4 --worker-class uvicorn.workers.UvicornWorker --bind 0.0.0.0:8000.
If the start-up is successful, Application startup complete will be printed in the command line.
Check that the server is reachable at http://localhost:8000/docs.
Navigate to root directory (where package.json is) and install required packages with npm install.
Start the app by running npm start.
Check that the webpage is reachable at http://localhost:3000.