BUILDING A CV MODEL WITH TENSORFLOW

Computer vision is a transformative technology enabling machines to interpret and understand visual data, with applications spanning healthcare, autonomous vehicles, and surveillance systems.This project focuses on building a computer vision model using TensorFlow, leveraging its comprehensive ecosystem for deep learning.The model aims to address tasks such as image classification, object detection, or segmentation, employing state-of-the-art architectures and techniques.TensorFlow's tools for data preprocessing, model training, and optimization are utilized to ensure high performance and scalability.This work highlights the development process, from data handling to deployment, showcasing TensorFlow's capabilities in delivering efficient and accurate computer vision solutions for diverse realworld challenges.

Publication Details

Journal
International Journal of Progressive Research in Engineering Management and Science
Published
2025-04-25
DOI
https://doi.org/10.58257/ijprems39431
Primary Topic
Simulation Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

BUILDING A CV MODEL WITH TENSORFLOW

International Journal of Progressive Research in Engineering Management and Science
Simulation Techniques and Applications
article

BUILDING A CV MODEL WITH TENSORFLOW

article en

Abstract

Computer vision is a transformative technology enabling machines to interpret and understand visual data, with applications spanning healthcare, autonomous vehicles, and surveillance systems.This project focuses on building a computer vision model using TensorFlow, leveraging its comprehensive ecosystem for deep learning.The model aims to address tasks such as image classification, object detection, or segmentation, employing state-of-the-art architectures and techniques.TensorFlow's tools for data preprocessing, model training, and optimization are utilized to ensure high performance and scalability.This work highlights the development process, from data handling to deployment, showcasing TensorFlow's capabilities in delivering efficient and accurate computer vision solutions for diverse realworld challenges.

International Journal of Progressive Research in Engineering Management and Science
Openalex Percentile: Top 90%
Simulation Techniques and Applications
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