To develop an application for the automatic assessment of pain levels from video images of the face for further implementation in telemedicine systems.
Language: Python
- Find an appropriate dataset.
- Investigate existing models and methods that solve the problem of pain assessment using video images of faces.
- Compare the results of the analyzed models and methods on the selected dataset.
- Select the model and develop a user interface suitable for implementation in telemedicine systems.
A console application that supports different operating systems.
A script that takes video as input and outputs a person's estimated pain level based on the video.
The pain level is defined by a value in the range from 0 to 10.