Recent Trends on Real Time Object Detection using Single Shot Multibox Detector
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Review Papers | Computer Science & Engineering | India | Volume 8 Issue 8, August 2019

Recent Trends on Real Time Object Detection using Single Shot Multibox Detector

Ritika Dhiman, Dr. Jaswanti

This research paper investigates the running of object detection algorithm on low-end devices to detect different kinds of objects in images. Deep convolutional neural networks (CNNs) which are used in SSD have recently proven extremely capable of performing object detection in single-frame images. Single shot multi-box object detectors have been recently shown to achieve state-of-the-art performance on object detection tasks. The implementation can be done using Pytorch object detection library, and COCO (Common Objects and Context) or Pascal VOC (Visual Object Classes) dataset to detect the common objects around a person like cars, dogs, laptops, etc. The main advantage of using SSD is that, unlike other methods it can be used in laptops and other personal devices.

Keywords: Computer Vision, Image Procession, Object Detection, CNNs Convolutional Neural Networks, Low-end devices, COCO Common Objects And Context, Pascal VOC Visual Object Classes, Python, Open CV and ROIs Region Of Interest

Edition: Volume 8 Issue 8, August 2019

Pages: 1447 - 1449

Share this Article

How to Cite this Article?

Ritika Dhiman, Dr. Jaswanti, "Recent Trends on Real Time Object Detection using Single Shot Multibox Detector", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART2020526, Volume 8 Issue 8, August 2019, 1447 - 1449

103 PDF Views | 67 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Computer Vision'

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1295 - 1299

Video Analysis to Detect and Track Road Ahead for Safety

Laxmi, Dr. Neelam Srivastava

Share this Article

Informative Article, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016

Pages: 1879 - 1883

Enhancement of Hazy Image Using Visibility Restoration Technique

Salini N, Anju J Prakash

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 482 - 484

Vehicle Registration using Computer Vision

Vishal Singh, Anuj Kumar Bharti

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015

Pages: 1716 - 1720

A Survey on Mining of Weakly Labeled Web Facial Images and Annotation

Tarang Boharupi, Pranjali Joshi

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015

Pages: 1731 - 1734

A Survey on Multimodal Visual Search Methods

Seema Ranuji Ghule

Share this Article

Similar Articles with Keyword 'Object Detection'

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 2623 - 2629

Object Detection and Pose Tracking In Augmented Reality

Vipul P.Chauhan, Dr. Manish M. Kayasth

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 2, February 2016

Pages: 1130 - 1133

Segmentation of Moving Object in Video Using Background Registration and GMEC

Shilpa Shegaonkar, Shubhangi Vaikhole

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1984 - 1987

Automatic VOE Techniques using CRF and Visual Saliency Method

Dr. Swathi. K, Sivabalan.T, Vijayanathan.R

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1449 - 1452

Anomalous Events Detection in Frequent Sequence Video via Object Segmentation Using Motion Pixel Compensation and Gradient

S. Tamilselvan, B. Monika

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 53 - 56

A Review on Efficient Method of Single Image Dehazing Centered on Multi-Scale Fusion

Neha Padole, Dr. Akhil Khare

Share this Article

Similar Articles with Keyword 'Python'

Research Paper, Computer Science & Engineering, Chad, Volume 5 Issue 5, May 2016

Pages: 1564 - 1571

Comparative Study of Data Mining Techniques on Heart Disease Prediction System: a case study for the ?Republic of Chad?

Alladoumbaye Ngueilbaye, Lin Lei, Hongzhi Wang

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 4, April 2020

Pages: 1653 - 1655

Breast Cancer Diagnosis and Prediction Using Machine Learning Algorithm

Shilpa M, C. Nandini

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 1, January 2017

Pages: 2040 - 2046

Analysis of the Stock Movement and Prediction of Price of Gold Silver and Crude Oil

Akshay Kumar

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 8 Issue 8, August 2019

Pages: 1447 - 1449

Recent Trends on Real Time Object Detection using Single Shot Multibox Detector

Ritika Dhiman, Dr. Jaswanti

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 8 Issue 8, August 2019

Pages: 1530 - 1533

Limits of Functions: X tends to Infinity

Jaspreet Kaur

Share this Article
Top