Emotion Detection with FER+ in Go
Go program to detect emotion from faces in a video stream. It uses a container built with Azure Machine Learning and the ONNX FER+ model for emotion detection.
Use the following command to start the container:
docker run -d -p 5002:5001 gbaeke/onnxferplus
The container exposes a scoring URI at http://localhost:5002/score. Scoring URI can be set with environment variable SCOREURI
By default, the webcam capture is shown in a window. With the environment variable VIDEO=0, you can turn this off.
Also install Open CV. See GoCV for more info
See blog post for more information.
Run in a container as follows:
docker run -it --rm --device=/dev/video0 --env SCOREURI="YOUR-SCORE-URI" --env VIDEO=0 gbaeke/emo