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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Issue: December 2025
Volume 10 | Issue 12
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 115
Article Submitted : 19442
Article Published : 8041
Total Authors : 21252
Total Reviewer : 769
Total Countries : 144
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Published Paper Details
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| Paper Title: | Emo Face - Emotions to Emoji Avatars Using CNN |
| Authors Name: | M Madhavi , Shashank V , R Ajay Kumar , S Abhinav |
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IJRTI_188694
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| Published Paper Id: | IJRTI2312076 |
| Published In: | Volume 8 Issue 12, December-2023 |
| DOI: | |
| Abstract: | This paper showcases a facial emotion recognition system leveraging Convolutional Neural Networks (CNNs) and machine learning. The model, trained using Keras and TensorFlow on 48x48 grayscale facial images, accurately predicts emotions. Integrating OpenCV, it tracks and detects faces in live video feeds, interpreting facial expressions to identify emotions like anger, happiness, and sadness. The system generates emojis reflecting these emotions, presented via a Tkinter-based GUI. Notably, upcoming enhancements aim to refine emoji generation by considering gender differences, introducing nuanced representations for males and females. Moreover, a focus on advancing object detection capabilities intends to identify glasses or spectacles, adding further depth to emoji portrayal. Future aspirations involve transforming the system into a mobile application, enabling real-time emotion capture, and providing insights into mental health via emojis. This project amalgamates machine learning, computer vision, and user interface design, aiming to enhance accuracy, personalization, and real-world applicability for diverse user engagement and mental health monitoring. |
| Keywords: | Convolutional Neural Network Layers, Open-Source Computer Vision, Emotions, Facial Expressions, Gestures. |
| Cite Article: | "Emo Face - Emotions to Emoji Avatars Using CNN", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.8, Issue 12, page no.539 - 547, December-2023, Available :http://www.ijrti.org/papers/IJRTI2312076.pdf |
| Downloads: | 000205170 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2312076
Registration ID:188694
Published In: Volume 8 Issue 12, December-2023
DOI (Digital Object Identifier):
Page No: 539 - 547 Country: Medchal–Malkajgiri , Telangana, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2312076 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2312076 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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