InsightPlus - "Stress-Detection-using-ML-and-Image-Processing-Techniques"

Upgraded System Features:

• to detect stress using vivid Machine learning and Image processing techniques
• Incorporates live detection and personal counseling.
• Performs periodic analysis of employees' stress levels.
• Provides proper remedies for managing stress.
• Focuses on creating a healthy and spontaneous working environment.

Machine Learning Integration:

• Utilizes Machine Learning algorithms like KNN classifiers for stress classification.

Image Processing Component:

• Applied at the initial stage for stress detection.
• Takes employee images as input.
• Converts images into digital form.
• Performs operations for enhancing images and extracting useful information.
• Output and Emotion Display:

Displays emotions indicating stress levels (e.g., Angry, Disgusted, Fearful, Sad) in rounded boxes.

Survey Form Integration:

Provides employees with periodic survey forms for stress assessment and management.

Objective:

Aims to manage stress effectively and optimize people's performance during working hours.