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.

Hackathon Image