ISSN 2278-9723
 

Research Article 


Object Detection Using Yolo Algorithm

L. JYOTHI SRAVYA, D. SRINIVAS.

Abstract
Deep learning is part of a broader family of machine learning methods based on artificial neural networks with representation learning. Object detection using deep learning has achieved very good performance but there are many problems with images in real-world shooting such as noise, blurring or rotating jitter, etc. These problems have a great impact on object detection. The main objective is to detect objects using You Only Look Once (YOLO) approach. The YOLO method has several advantages as compared to other object detection algorithms. In other algorithms like Convolutional Neural Network (CNN), Fast-Convolutional Neural Network the algorithm will not look at the image completely, but in YOLO, the algorithm looks the image completely by predicting the bounding boxes using convolutional network and finds class probabilities for these boxes and also detects the image faster as compared to other algorithms. It have used this algorithm for detecting different types of objects and have created an android application which would return voice feedback to the user.

Key words: Object, Detection, Algorithm.


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by L. JYOTHI SRAVYA
Articles by D. SRINIVAS
on Google
on Google Scholar


How to Cite this Article
Pubmed Style

L. JYOTHI SRAVYA, D. SRINIVAS. Object Detection Using Yolo Algorithm. . 2023; 11(2): 107-112. doi:10.31838/ijccts/11.02.13


Web Style

L. JYOTHI SRAVYA, D. SRINIVAS. Object Detection Using Yolo Algorithm. https://www.ijccts.org/?mno=144828 [Access: February 28, 2023]. doi:10.31838/ijccts/11.02.13


AMA (American Medical Association) Style

L. JYOTHI SRAVYA, D. SRINIVAS. Object Detection Using Yolo Algorithm. . 2023; 11(2): 107-112. doi:10.31838/ijccts/11.02.13



Vancouver/ICMJE Style

L. JYOTHI SRAVYA, D. SRINIVAS. Object Detection Using Yolo Algorithm. . (2023), [cited February 28, 2023]; 11(2): 107-112. doi:10.31838/ijccts/11.02.13



Harvard Style

L. JYOTHI SRAVYA, D. SRINIVAS (2023) Object Detection Using Yolo Algorithm. , 11 (2), 107-112. doi:10.31838/ijccts/11.02.13



Turabian Style

L. JYOTHI SRAVYA, D. SRINIVAS. 2023. Object Detection Using Yolo Algorithm. International Journal of Communication and Computer Technologies, 11 (2), 107-112. doi:10.31838/ijccts/11.02.13



Chicago Style

L. JYOTHI SRAVYA, D. SRINIVAS. "Object Detection Using Yolo Algorithm." International Journal of Communication and Computer Technologies 11 (2023), 107-112. doi:10.31838/ijccts/11.02.13



MLA (The Modern Language Association) Style

L. JYOTHI SRAVYA, D. SRINIVAS. "Object Detection Using Yolo Algorithm." International Journal of Communication and Computer Technologies 11.2 (2023), 107-112. Print. doi:10.31838/ijccts/11.02.13



APA (American Psychological Association) Style

L. JYOTHI SRAVYA, D. SRINIVAS (2023) Object Detection Using Yolo Algorithm. International Journal of Communication and Computer Technologies, 11 (2), 107-112. doi:10.31838/ijccts/11.02.13