INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
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.
"Realtime Object Detection", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 5, page no.e436-e444, May-2023, Available :http://www.ijnrd.org/papers/IJNRD2305452.pdf
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2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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