Effective SSD Based Multiple Object Detection in Videos

This paper aims to analyze the objects in any format of video or filmography. The web application is just simple like uploading any format of video, it processes the video and gives the finest progressive output with a bounding box. For processing the video for object detection, the SSD [algorithm] is used because the SSD [algorithm] has additional accuracy than the YOLO [algorithm]. And with SSD no other video format or other object detection processes are done, only for image classification SSD [algorithm] is used. In this project, introduced the framework of the video object detection process using the SSD [algorithm]. This technique works for surveillance video and any format of the video.

Authors

Publication Details

Journal
International Journal for Research in Applied Science and Engineering Technology
Published
2025-06-24
DOI
https://doi.org/10.22214/ijraset.2025.70738
Primary Topic
Industrial Vision Systems and Defect Detection
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Effective SSD Based Multiple Object Detection in Videos

Jehu Sheran
International Journal for Research in Applied Science and Engineering Technology
Industrial Vision Systems and Defect Detection
article

Effective SSD Based Multiple Object Detection in Videos

Jehu Sheran
article en

Abstract

This paper aims to analyze the objects in any format of video or filmography. The web application is just simple like uploading any format of video, it processes the video and gives the finest progressive output with a bounding box. For processing the video for object detection, the SSD [algorithm] is used because the SSD [algorithm] has additional accuracy than the YOLO [algorithm]. And with SSD no other video format or other object detection processes are done, only for image classification SSD [algorithm] is used. In this project, introduced the framework of the video object detection process using the SSD [algorithm]. This technique works for surveillance video and any format of the video.

International Journal for Research in Applied Science and Engineering TechnologyVol. 13(6)
Openalex Percentile: Top 79%
Industrial Vision Systems and Defect Detection
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.