MindWell: MachineLearning based Biometric Emotion Recognition and Support System

The “MindWell” stands as a powerful software that leverages facial recognition technology combined with emotion detection to promote emotional well-being in various domains. Employing a VGG-19 trained facial recognition module, MindWell achieves an accuracy of 96%, ensuring reliable individual identification while adhering to stringent privacy and ethical standards. Deepface algorithms analyze facial expressions with an accuracy of 85%, providing valuable insights into emotional states. Furthermore, MindWell incorporates heart rate readings to enhance emotion detection accuracy. This continuous monitoring enables real-time interventions and personalized support, fostering a more supportive and productive environment. Notably, MindWell's applications extend beyond workplaces, demonstrating its potential to improve well-being and productivity in diverse settings like customer service and healthcare. This innovative system seamlessly integrates advanced technologies while prioritizing user privacy and ethical considerations, representing a promising tool for fostering emotional well-being.