REAL TIME OBJECT RECOGNITION WITH YOLO ALGORITHM

RAHUL P; PIRATISH R; SUNDARESWAR CM; YUVAN SANKAR RAJA L; SATHEESH KUMAR D

REAL TIME OBJECT RECOGNITION WITH YOLO ALGORITHM

May 2024

Vol-10, Issue-3

Paper ID: 24001

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Science and Engineering

Keywords

Real-time Object Recognition YOLO Algorithm Deep Learning Object Detection Machine Learning Image Processing

Abstract

This project implements real-time object recognition using the YOLO (You Only Look Once) algorithm, a leading method in deep learning for its speed and accuracy in object detection. YOLO treats detection as a single regression problem, directly predicting bounding box coordinates and class probabilities from image pixels, allowing for rapid processing. The project involves training YOLO on a custom dataset, optimizing the model, and deploying it in a real-time environment. Performance is measured by detection speed and accuracy, demonstrating YOLO's capability to accurately detect and classify multiple objects in real-time. The findings affirm YOLO's suitability for applications requiring instant feedback, such as autonomous driving and surveillance, highlighting its potential for practical use and future advancements.

License

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Author Information

#	Name	Institute / Affiliation
1	RAHUL P	Hindusthan College of Engineering and Technology
2	PIRATISH R	Hindusthan College of Engineering and Technology
3	SUNDARESWAR CM	Hindusthan College of Engineering and Technology
4	YUVAN SANKAR RAJA L	Hindusthan College of Engineering and Technology
5	SATHEESH KUMAR D	Hindusthan College of Engineering and Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

P, RAHUL, R, PIRATISH, CM, SUNDARESWAR, L, YUVAN SANKAR RAJA, & D, SATHEESH KUMAR (2024). REAL TIME OBJECT RECOGNITION WITH YOLO ALGORITHM. International Journal of Advance Research and Innovative Ideas In Education, 10(3), 2497-2502.

MLA Style

P, RAHUL, et al. "REAL TIME OBJECT RECOGNITION WITH YOLO ALGORITHM." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, 2024, pp. 2497-2502.

IEEE Style

RAHUL P, PIRATISH R, SUNDARESWAR CM, YUVAN SANKAR RAJA L, and SATHEESH KUMAR D, "REAL TIME OBJECT RECOGNITION WITH YOLO ALGORITHM," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, pp. 2497-2502, 2024.

Vancouver Style

P RAHUL, R PIRATISH, CM SUNDARESWAR, L YUVAN SANKAR RAJA, D SATHEESH KUMAR. REAL TIME OBJECT RECOGNITION WITH YOLO ALGORITHM. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(3):2497-2502.

Harvard Style

P, RAHUL, R, PIRATISH, CM, SUNDARESWAR, L, YUVAN SANKAR RAJA, & D, SATHEESH KUMAR (2024) 'REAL TIME OBJECT RECOGNITION WITH YOLO ALGORITHM', International Journal of Advance Research and Innovative Ideas In Education, 10(3), pp. 2497-2502.

Chicago Style

P, RAHUL, et al. "REAL TIME OBJECT RECOGNITION WITH YOLO ALGORITHM." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 2497-2502.

Turabian Style

P, RAHUL, et al. "REAL TIME OBJECT RECOGNITION WITH YOLO ALGORITHM." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 2497-2502.