STRESS DETECTION BASED ON EMOTION RECOGNITION  USING DEEP LEARNING

Anjali R; J. Babitha; Rithika W

STRESS DETECTION BASED ON EMOTION RECOGNITION USING DEEP LEARNING

Authors: Anjali R, J. Babitha, Rithika W

Unique Paper ID: 154242
Volume: 8
Issue: 7
PageNo: 109-114

Keywords: Facial Emotion Recognition Convolutional Neural Network Deep Convolutional Neural Network

Abstract:
Automatic emotion recognition based on facial expression is an interesting research field, which has presented and applied in several areas. Also, Machine learning and deep learning algorithms have gained great success in different applications such as classification systems, recommendation systems, pattern recognition etc. Human face conveys many information including age, gender, identity, personality, emotions, etc. Emotion recognition refers to identifying human emotions typically from facial expressions. This project aims to develop a facial emotion recognition system to identify whether the person is stressed or not. To classify the emotion on a personâ€™s face, use a deep convolutional neural network. Dataset having 7 facial expressions is used to train the CNN network. This work is a real time application, in which facial emotion can be detected in live video stream. To detect faces in each frames in the webcam, Haarcascade technique is used.

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Cite This Article

ISSN: 2349-6002
Volume: 8
Issue: 7
PageNo: 109-114

STRESS DETECTION BASED ON EMOTION RECOGNITION USING DEEP LEARNING

Available:https://ijirt.org/Article?manuscript=154242

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Journal no 47859

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