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Title: :  REAL-TIME STRESS DETECTION AND ANALYSIS USING FACIAL EMOTION RECOGNITION
PaperId: :  23620
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 3 2024
DUI:    16.0415/IJARIIE-23620
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
D. SirishaS.R.K Institute of Technology
E.Vijaya Bhaskar ReddyS.R.K Institute of Technology
J.SrinuS.R.K Institute of Technology
M. Mani TejaS.R.K Institute of Technology
V. Prem KumarS.R.K Institute of Technology

Abstract

Computer Engineering
Real-Time, Stress Detection, Analysis, Facial Emotion Recognition
Real-Time Stress Detection and Analysis using Facial Emotion Recognition" is an innovative system designed for real-time stress detection and analysis through facial emotion recognition. Leveraging the power of machine learning and computer vision techniques, the system can accurately identify and analyze emotions exhibited by individuals in live video streams. By utilizing a pre-trained deep learning model, the system detects facial expressions associated with various stress levels, including "Bursted," "Irritated," "Anxious," "Relaxed," "Neutral," "Broked," and "Shocked." The project integrates with a web application interface where users can visualize comprehensive stress analysis reports generated from the detected emotions over time. Through detailed graphs and charts, users can explore trends such as emotion distribution over time, average stress levels, and daily stress variations. Additionally, the system provides personalized recommendations based on the user's emotional patterns, aiming to improve overall well-being. Emo Watch offers a valuable tool for individuals, therapists, and researchers to monitor and manage stress levels effectively in diverse settings.

Citations

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IJARIIE D. Sirisha, E.Vijaya Bhaskar Reddy, J.Srinu, M. Mani Teja, and V. Prem Kumar. "REAL-TIME STRESS DETECTION AND ANALYSIS USING FACIAL EMOTION RECOGNITION" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 3 2024 Page 76-91
MLA D. Sirisha, E.Vijaya Bhaskar Reddy, J.Srinu, M. Mani Teja, and V. Prem Kumar. "REAL-TIME STRESS DETECTION AND ANALYSIS USING FACIAL EMOTION RECOGNITION." International Journal Of Advance Research And Innovative Ideas In Education 10.3(2024) : 76-91.
APA D. Sirisha, E.Vijaya Bhaskar Reddy, J.Srinu, M. Mani Teja, & V. Prem Kumar. (2024). REAL-TIME STRESS DETECTION AND ANALYSIS USING FACIAL EMOTION RECOGNITION. International Journal Of Advance Research And Innovative Ideas In Education, 10(3), 76-91.
Chicago D. Sirisha, E.Vijaya Bhaskar Reddy, J.Srinu, M. Mani Teja, and V. Prem Kumar. "REAL-TIME STRESS DETECTION AND ANALYSIS USING FACIAL EMOTION RECOGNITION." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 3 (2024) : 76-91.
Oxford D. Sirisha, E.Vijaya Bhaskar Reddy, J.Srinu, M. Mani Teja, and V. Prem Kumar. 'REAL-TIME STRESS DETECTION AND ANALYSIS USING FACIAL EMOTION RECOGNITION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, 2024, p. 76-91. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/REAL_TIME_STRESS_DETECTION_AND_ANALYSIS_USING_FACIAL_EMOTION_RECOGNITION_ijariie23620.pdf (Accessed : ).
Harvard D. Sirisha, E.Vijaya Bhaskar Reddy, J.Srinu, M. Mani Teja, and V. Prem Kumar. (2024) 'REAL-TIME STRESS DETECTION AND ANALYSIS USING FACIAL EMOTION RECOGNITION', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 76-91IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/REAL_TIME_STRESS_DETECTION_AND_ANALYSIS_USING_FACIAL_EMOTION_RECOGNITION_ijariie23620.pdf (Accessed : )
IEEE D. Sirisha, E.Vijaya Bhaskar Reddy, J.Srinu, M. Mani Teja, and V. Prem Kumar, "REAL-TIME STRESS DETECTION AND ANALYSIS USING FACIAL EMOTION RECOGNITION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, pp. 76-91, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/REAL_TIME_STRESS_DETECTION_AND_ANALYSIS_USING_FACIAL_EMOTION_RECOGNITION_ijariie23620.pdf [Accessed : ].
Turabian D. Sirisha, E.Vijaya Bhaskar Reddy, J.Srinu, M. Mani Teja, and V. Prem Kumar. "REAL-TIME STRESS DETECTION AND ANALYSIS USING FACIAL EMOTION RECOGNITION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 3 ().
Vancouver D. Sirisha, E.Vijaya Bhaskar Reddy, J.Srinu, M. Mani Teja, and V. Prem Kumar. REAL-TIME STRESS DETECTION AND ANALYSIS USING FACIAL EMOTION RECOGNITION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(3) : 76-91. Available from: https://ijariie.com/AdminUploadPdf/REAL_TIME_STRESS_DETECTION_AND_ANALYSIS_USING_FACIAL_EMOTION_RECOGNITION_ijariie23620.pdf
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