Realtime Object Detection

Registration ID: IJNRD_195613

Published ID: IJNRD2305452

DOI: Click Here to Get

Mohd Kasib Siddiqui , Mohd Asad

YOLOv3, OpenCV, Object Detection, Darknet, Machine Learning

The objective of this machine learning (ML) project is to develop a system that can detect objects in real-time using the YOLO (You Only Look Once) algorithm and the OpenCV (Open Source Computer Vision) library, and save the images of the detected objects. The system will be built using Python programming language. The project will start by installing and setting up the necessary libraries, including YOLO, OpenCV, and NumPy. Next, the system will use the YOLO algorithm to detect objects in the frames captured by the webcam. YOLO is an object detection algorithm that is highly accurate and efficient, making it an ideal choice for this project. Once an object is detected, the system will use OpenCV to draw a bounding box around it and save the image of the object to the local file system. To ensure that the system can detect a wide range of objects, the YOLO algorithm will be trained on a COCO dataset of annotated images. The training dataset will include a variety of objects such as animals, vehicles, and household items. This project can have practical applications in various fields, such as security, surveillance, and object recognition.

Published Paper   E-Certificate

Mohd Kasib Siddiqui & Mohd Asad (May-2023). Realtime Object Detection. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 8(5), e436-e444. https://ijnrd.org/papers/IJNRD2305452.pdf

Volume 8 Issue 5, May-2023

Pages : e436-e444

Paper Reg. ID: IJNRD_195613

Published Paper Id: IJNRD2305452

Downloads: 000121979

Research Area: Computer Science & Technology 

Country: Lucknow, Uttar Pradesh, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2305452.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2305452

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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