FACIAL EXPRESSION DETECTION USING CNN ALGORITHM

Registration ID: IJNRD_221432

Published ID: IJNRD2407001

DOI: Click Here to Get

Shreyas Koklegaonkar , K Harshith Srinivas , Rishikesh Nimker , K Deepa Rao

Facial Expression, Machine Learning, Deep Learning, SVM(Support Vector Machine), FER, Convolutional Neural Network, Accuracy Optimization.

This project introduces a real-time facial expression detection system developed in Python. It focuses on the importance of accurately detecting facial expressions for applications like human-computer interaction, emotion analysis, and psychology research. The system utilizes Python's image processing and machine learning capabilities to address the challenge of real-time detection and classification of facial expressions. It integrates advanced computer vision techniques to capture, preprocess, and analyze facial images from video streams. Additionally, the system is optimized for efficient performance across different hardware setups, making it suitable for real-world applications. It focuses on the importance of accurately detecting facial expressions for applications like human-computer interaction, emotion analysis, and psychology research. The system utilizes Python's image processing and machine learning capabilities to address the challenge of real-time detection and classification of facial expressions.

Published Paper   E-Certificate

Shreyas Koklegaonkar , K Harshith Srinivas, Rishikesh Nimker, & K Deepa Rao (July-2024). FACIAL EXPRESSION DETECTION USING CNN ALGORITHM. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 9(7), a1-a5. https://ijnrd.org/papers/IJNRD2407001.pdf

Volume 9 Issue 7, July-2024

Pages : a1-a5

Paper Reg. ID: IJNRD_221432

Published Paper Id: IJNRD2407001

Downloads: 000121979

Research Area: Electronics & Communication Engg. 

Country: Hyderabad, Telangana, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2407001.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2407001

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

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Call For Paper - Volume 10 | Issue 10 | October 2025

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Current Issue: Volume 10 | Issue 10 | October 2025

Impact Factor: 8.76

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