Machine Learning based Image Processing for Stress Detection

Authors

  • M. Nilanjana Student, Department of Electronics and Communication Engineering, Jansons Institute of Technology, Coimbatore, India
  • V. Poojashri Student, Department of Electronics and Communication Engineering, Jansons Institute of Technology, Coimbatore, India
  • R. Umapriya Student, Department of Electronics and Communication Engineering, Jansons Institute of Technology, Coimbatore, India
  • D. Vedha Vikashini Student, Department of Electronics and Communication Engineering, Jansons Institute of Technology, Coimbatore, India
  • N. Krishnapriya Assistant Professor, Department of Electronics and Communication Engineering, Jansons Institute of Technology, Coimbatore, India

Keywords:

ANN classifier, image processing, supervised machine learning

Abstract

The topic of stress is these days a really necessary one, not solely in analysis however on social life generally. People area unit more and more attentive to this downside and its consequences at many levels: health, social life, work, quality of life, etc. This resulted in an exceedingly vital increase within the explore for devices and applications to live and manage stress in period of time. Recent technological and scientific evolution fosters this interest with the event of new strategies and approaches. The survey has been taken for these new strategies for stress assessment, focusing especially on those who area unit suited to the workplace: one amongst today’s major sources of stress. the most motive of our project is to discover stress exploitation vivid Machine learning and Image process techniques. Our system is associate upgraded version of the recent stress detection systems that excluded the live detection and also the personal counselling however this method includes of live detection and periodic analysis of workers and police work physical as well as mental stress levels in his/her by providing them with correct remedies for managing stress by providing survey kind sporadically. Our system chiefly focuses on managing stress and creating the operating atmosphere healthy and spontaneous for the workers and to induce the simplest out of them throughout operating hours.

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Published

21-06-2021

Issue

Section

Articles

How to Cite

[1]
M. Nilanjana, V. Poojashri, R. Umapriya, D. V. Vikashini, and N. Krishnapriya, “Machine Learning based Image Processing for Stress Detection”, IJRESM, vol. 4, no. 6, pp. 222–226, Jun. 2021, Accessed: Nov. 21, 2024. [Online]. Available: https://journal.ijresm.com/index.php/ijresm/article/view/880