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Title: :  Enhancing User Experiences: Emotion Detection Application with Flutter and ML for Adaptive Interfaces
PaperId: :  20900
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20900
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ankita GuhaAmity University Chhattisgarh
Parth ChandrawanshiAmity University Chhattisgarh
Advin ManharAmity University Chhattisgarh

Abstract

Computer Science & Engineering
Emotion, Detection ,Adaptive, Interfaces, User, Experiences ,AI, Mobile, Applications
The purpose of Emotion Detection Application is to detect the present emotion of an individual, utilizing the camera of the mobile device to detect the user’s facial expressions and predict their emotional state in real-time. The ML model to be used in the project will be trained using a datasets of facial expressions and corresponding emotions. Various algorithms will be explored to identify the best model that can accurately classify the emotions. The selected model will be integrated into the Flutter application, which will provide a user-friendly interface for capturing real-time facial expressions. The application will provide feedback on the user’s emotions and suggest possible ways to improve their mood, such as recommending frequently used contact details to get in touch with the individual, music recommendation and other relaxation techniques. The user’s emotional history will also be tracked and displayed in a graph, allowing the user to monitor their emotional patterns over time. This application will also explore the ethical implications of emotion detection technology, such as privacy concerns and potential biases. To ensure user privacy, the application will not store any images or personal information on the device or on external servers. The final outcome of the project will be an emotion detection application that utilizes ML algorithms to accurately classify emotions and provide personalized feedback to the user. It aims to contribute to the field of emotional detection technology and raise awareness of the ethical implications surrounding this technology.

Citations

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IJARIIE Ankita Guha, Parth Chandrawanshi, and Advin Manhar. "Enhancing User Experiences: Emotion Detection Application with Flutter and ML for Adaptive Interfaces" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 4531-4546
MLA Ankita Guha, Parth Chandrawanshi, and Advin Manhar. "Enhancing User Experiences: Emotion Detection Application with Flutter and ML for Adaptive Interfaces." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 4531-4546.
APA Ankita Guha, Parth Chandrawanshi, & Advin Manhar. (2023). Enhancing User Experiences: Emotion Detection Application with Flutter and ML for Adaptive Interfaces. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 4531-4546.
Chicago Ankita Guha, Parth Chandrawanshi, and Advin Manhar. "Enhancing User Experiences: Emotion Detection Application with Flutter and ML for Adaptive Interfaces." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 4531-4546.
Oxford Ankita Guha, Parth Chandrawanshi, and Advin Manhar. 'Enhancing User Experiences: Emotion Detection Application with Flutter and ML for Adaptive Interfaces', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 4531-4546. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Enhancing_User_Experiences__Emotion_Detection_Application_with_Flutter_and_ML_for_Adaptive_Interfaces_ijariie20900.pdf (Accessed : 10 August 2023).
Harvard Ankita Guha, Parth Chandrawanshi, and Advin Manhar. (2023) 'Enhancing User Experiences: Emotion Detection Application with Flutter and ML for Adaptive Interfaces', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 4531-4546IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Enhancing_User_Experiences__Emotion_Detection_Application_with_Flutter_and_ML_for_Adaptive_Interfaces_ijariie20900.pdf (Accessed : 10 August 2023)
IEEE Ankita Guha, Parth Chandrawanshi, and Advin Manhar, "Enhancing User Experiences: Emotion Detection Application with Flutter and ML for Adaptive Interfaces," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 4531-4546, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Enhancing_User_Experiences__Emotion_Detection_Application_with_Flutter_and_ML_for_Adaptive_Interfaces_ijariie20900.pdf [Accessed : 10 August 2023].
Turabian Ankita Guha, Parth Chandrawanshi, and Advin Manhar. "Enhancing User Experiences: Emotion Detection Application with Flutter and ML for Adaptive Interfaces." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 (10 August 2023).
Vancouver Ankita Guha, Parth Chandrawanshi, and Advin Manhar. Enhancing User Experiences: Emotion Detection Application with Flutter and ML for Adaptive Interfaces. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 10 August 2023]; 9(3) : 4531-4546. Available from: https://ijariie.com/AdminUploadPdf/Enhancing_User_Experiences__Emotion_Detection_Application_with_Flutter_and_ML_for_Adaptive_Interfaces_ijariie20900.pdf
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