Face API with Docker, Tensorflow and PyTorch.
- Face Detection - TensorFlow (SSD-Mobilenet)
- Facial Emotion Recognition - PyTorch (Resnet50)
- Age and Gender Estimation - Keras (WideResnet)
- Facial Recognition - PyTorch (VGGFace2)
- Docker with Nvidia Support Nvidia-Docker
- CUDA 9 Guide
Change the host variable inside the test_api.py script with the IP in which the dockers are running and then run the following:
python test_api.py
This demo calls the API to make predictions using the webcam.
Make sure the docker containers are running and change the host variable with the desired IP.
Run the demo using:
python demo.py