CogniVisio: Fusion Image Classifier

CogniVisio is an innovative project that leverages state-of-the-art technologies such as Google Colab, Python, TensorFlow, Convolutional Neural Network (CNN) Inception for developing a robust image classification system. The project addresses the challenge of enhancing image classification accuracy...

Full description

Saved in:
Bibliographic Details
Published in2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI) Vol. 2; pp. 1 - 5
Main Authors Mundargi, Zarinabegam, Shinde, Aryan, Bahirat, Shravani, Das, Shreya, Deokar, Om, Shetiya, Dipasha
Format Conference Proceeding
LanguageEnglish
Published IEEE 14.03.2024
Subjects
CNN Inception
Convolutional Neural Network
Convolutional neural networks
Fusion Approach
Google Colab
Image Classification
Image Recognition
Internet
Python
Robustness
Scalability
Security
Technological innovation
TensorFlow
Transfer learning
Online AccessGet full text

Cover

More Information
Summary:CogniVisio is an innovative project that leverages state-of-the-art technologies such as Google Colab, Python, TensorFlow, Convolutional Neural Network (CNN) Inception for developing a robust image classification system. The project addresses the challenge of enhancing image classification accuracy by employing a fusion approach that combines the strengths of image generation and the powerful feature extraction capabilities of CNN Inception. With a dataset comprising 8732 images, our methodology achieves an impressive accuracy of 86.86%, showcasing the effectiveness of the proposed fusion image classifier. The utilization of cloud-based computing through Google Colab provides scalability and accessibility, making CogniVisio a versatile solution for image classification task.
DOI:10.1109/IATMSI60426.2024.10502548