This API is used to both find human faces within images and make prediction of emotion about each face. You feed the API images, and it returns you lists of faces and the probabilities of 6 basic emotions: anger, fear, happy, sad, surprise, neutral.
Identify emotions in facial expression with this easy REST API: mememoji.rhobota.com (no longer running)
- python
- flask
- flask-swagger
- Swagger-UI
- OpenAPI Specification (fla Swagger Spec)
- also see http://editor.swagger.io/ for a playground to help you write Swagger Spec
- OpenCV
- Keras
- MongoDB
- AWS (with an EC2 Ubuntu image)
In addition and by necessity, the simple demo uses HTML5/CSS3 + Javascript/jQuery.
clone the repo and then run
docker-compose up