LEVERAGING COMPUTER VISION AND NATURAL LANGUAGE PROCESSING FOR OBJECT DETECTION AND LOCALIZATION

This paper presents a novel approach leveraging the integration of Computer Vision, Natural Language Processing (NLP), and Speech Recognition technologies to create an AI-powered system capable of detecting and locating objects through voice commands. The system developed using Flask, OpenCV, spaCy, and Blip VQA Model, aims to assist caregivers, visually impaired individuals, and the elderly in various daily tasks, such as locating items in the home and checking for potential hazards like leaving the stove on. We also provide the code used for this project1.

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Publication Details

Journal
Operations Research and Applications An International Journal
Published
2025-02-28
DOI
https://doi.org/10.5121/oraj.2025.12101
Primary Topic
Image and Object Detection Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

LEVERAGING COMPUTER VISION AND NATURAL LANGUAGE PROCESSING FOR OBJECT DETECTION AND LOCALIZATION

Behrouz Rahmani, Sai Shreyas Bhavanasi, Eli Snir, Payam Norouzzadeh et al.
Operations Research and Applications An International Journal
Image and Object Detection Techniques
article

LEVERAGING COMPUTER VISION AND NATURAL LANGUAGE PROCESSING FOR OBJECT DETECTION AND LOCALIZATION

Behrouz Rahmani, Sai Shreyas Bhavanasi, Eli Snir, Payam Norouzzadeh, Jason E. Fritts, Abbas Maazallahi, Mehri Salari, HS Korapala, YK Bhatia, JLS Yenugu
article en

Abstract

This paper presents a novel approach leveraging the integration of Computer Vision, Natural Language Processing (NLP), and Speech Recognition technologies to create an AI-powered system capable of detecting and locating objects through voice commands. The system developed using Flask, OpenCV, spaCy, and Blip VQA Model, aims to assist caregivers, visually impaired individuals, and the elderly in various daily tasks, such as locating items in the home and checking for potential hazards like leaving the stove on. We also provide the code used for this project1.

Operations Research and Applications An International JournalVol. 12(1)
Openalex Percentile: Top 88%
Image and Object Detection Techniques
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