Abstract: Owing to majority of accidents happening on transport roads due to sheer carelessness of drivers, there arises a dire need to devise a mechanism which can monitor the drowsiness state of the driver and this paper represents a mechanism in the form of software application. Our application is implemented using PYTHON language and has been tested with different test cases by the approach of GUI like different light conditions, close-ups, and along with facial and non facial features. We present the results based on the experimental study conducted.