Lethargy Detection during work using Keras Deep learning

Lethargy also a kind of feeling that occurs when you are bored doing one thing all the time and don't feel motivated due to various reasons based on the human psychology. This effect can be physical or mental based on the symptoms that may occur to the employee while he is working for the company. The work from home(WFH) culture has made everything virtual and there is no one to look at how you are working or when you are feeling fatigue. And with no change in the surrounding or no communication with the other employee, the fatigue is tend to hit the person. Many measures are taken by the company for this thing to get prevented, like organizing games in between work sessions or meditation sessions to keep everyone motivated and calm. After the WFH has peaked many machine learning and deep learning techniques have been incorporated to work for the cause. This paper aims to solve the issue of lethargy detection using deep learning method and keras to get a better accuracy than the other models.