Paper Title
Urban Street Cleaning Using Deep Learning
Article Identifiers
Registration ID: IJNRD_181387
Published ID: IJNRD2205085
: Click Here to Get
About Hard Copy and Transparent Peer Review Report
Keywords
Abstract
Object location is a focal assignment in PC vision, with applications going across the course of shrewd city development, city directors generally burn through a ton of effort and cash cleaning road trash because of the arbitrary appearances of road trash, As profound organization arrangements become further and more perplexing, they are many times restricted by how much preparation information accessible. Considering this, to spike propels in investigating and understanding pictures, Open CV or Google AI has freely delivered the Open Images dataset. Open Images follows the practice of PASCAL VOC, Image Net and COCO, presently at an extraordinary scale. In this undertaking we to carry out the Consequently, visual road tidiness evaluation is especially significant. Nonetheless, existing evaluation approaches have a few clear burdens, for example, the assortment of road trash data isn't mechanized, and road tidiness data isn't constant best performing calculation for naturally identifying objects. At long last, the outcomes are integrated into the road tidiness estimation structure to eventually imagine road neatness levels, which gives comfort to city directors to successfully orchestrate tidy up staff. During the course of savvy city development, city directors generally burn through a ton of effort and cash for cleaning road trash because of the arbitrary appearances of road trash. Thusly, visual road tidiness evaluation is especially significant. Nonetheless, the current evaluation approaches have a few clear drawbacks, for example, the assortment of road trash data isn't computerized and road neatness data isn't continuous. To address these weaknesses, this paper proposes an original metropolitan road neatness appraisal approach utilizing versatile edge registering and profound learning. In the first place, the high-goal cameras introduced on vehicles gather the road pictures. Versatile edge servers are utilized to store and concentrate road picture data for a brief time. Second, these handled road information is communicated to the cloud server farm for examination through city organizations. Simultaneously, Faster Region-Convolutional Neural Network (Faster R-CNN) is utilized to distinguish the road trash classifications and count the quantity of trash. At long last, the outcomes are integrated into the road neatness computation system to eventually imagine the road tidiness levels, which gives accommodation to city directors to actually organize tidy up faculty. So the usage of proposed system will be more advantageous for the upcoming future of smart cities.
Downloads
How To Cite (APA)
Hari Prasath M, R.Aswin Raj, K.Jaswanth, K.Jegadheeswaran, & Ms.L.Dharshana Deepthi (May-2022). Urban Street Cleaning Using Deep Learning. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 7(5), 776-781. https://ijnrd.org/papers/IJNRD2205085.pdf
Issue
Volume 7 Issue 5, May-2022
Pages : 776-781
Other Publication Details
Paper Reg. ID: IJNRD_181387
Published Paper Id: IJNRD2205085
Research Area: Engineering
Author Type: Indian Author
Country: Madurai, Tamil Nadu, India
Published Paper PDF: https://ijnrd.org/papers/IJNRD2205085.pdf
Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2205085
About Publisher
Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)
UGC CARE JOURNAL PUBLICATION | ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016
An International UGC CARE JOURNAL PUBLICATION, Low Cost, Scholarly Open Access, 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
Publisher: IJNRD (IJ Publication) Janvi Wave | IJNRD.ORG | IJNRD.COM | IJPUB.ORG
Copyright & License
© 2026 - Authors hold the copyright of this article. This work is licensed under a Creative Commons Attribution 4.0 International License. and The Open Definition.
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0).
🛡️ Disclaimer: The content, data, and findings in this article are based on the authors’ research and have been peer-reviewed for academic purposes only. Readers are advised to verify all information before practical or commercial use.
The journal and its editorial board are not liable for any errors, losses, or consequences arising from its use.
Publication Timeline
Article Preview: View Full Paper
Call For Paper
IJNRD is a Scholarly Open Access, Peer-Reviewed, Refereed, and UGC CARE Journal Publication with a High Impact Factor of 8.76 (calculated by Google Scholar & Semantic Scholar | AI-Powered Research Tool). It is a Multidisciplinary, Monthly, Low-Cost, and Transparent Peer Review Journal Publication that adheres to the New UGC CARE Transparent Peer-Reviewed Journal Policy and aligns with Scopus Journal Publication standards to ensure the highest level of research quality and credibility.
IJNRD offers comprehensive Journal Publication Services including indexing in all major databases and metadata repositories, Digital Object Identifier (Crossref DOI) assignment for each published article with additional fees, citation generation tools, and full Open Access visibility to enhance global research reach and citation impact.
The INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to advance applied, theoretical, and experimental research across diverse academic and professional fields. The journal promotes global knowledge exchange among researchers, developers, academicians, engineers, and practitioners, serving as a trusted platform for innovative, peer-reviewed journal publication and scientific collaboration.
Indexing Coverage: Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar (AI-Powered Research Tool), Microsoft Academic, Academia.edu, arXiv.org, ResearchGate, CiteSeerX, ResearcherID (Thomson Reuters), Mendeley, DocStoc, ISSUU, Scribd, and many other recognized academic repositories.
Transparent Peer Review Journal Publication: IJNRD operates a strict double-blind peer review system managed by 3000+ expert reviewers, ensuring ethical, unbiased, and high-quality review for every research paper.
For Indian Authors : Get a transparent peer review report from Scholar9.com for just ₹1000. View Sample Report
For Foreign Authors : A detailed peer review report is available through Scholar9.com for $20 USD. View Sample Report
Transparent Peer Review Journal Publication
⭐ Transparent Peer Review | 🕵️♂️ Double-Blind | 👨🏫 3000+ Expert Reviewers | 🇮🇳 Report for India Author ₹1000 | 🌐 Report for Foreign Author $20 | 📄 Sample Reports on Scholar9.com | 🌍 High Credibility | ⚖️ Ethical & Unbiased Evaluation
How to submit the paper?
By Our website
Click Here to Submit Paper Online
Recently, the UGC discontinued the UGC-CARE Journal List and introduced new parameters that allow publication in Transparent Peer-Reviewed (Refereed) Journals. IJNRD is Transparent Peer Review Journal Valid As per New UGC Notification.
You can now publish your research paper in IJNRD.ORG. IJNRD is a Transparent Peer-Reviewed Open Access (Refereed Journal), UGC and UGC CARE Approved, Crossref DOI, Multidisciplinary, Impact Factor calculate by Google Scholar. As an International, open-access, and online journal, Publishing with us ensures wider reach, academic credibility, and enhanced recognition for your work.
For more details, refer to the official notice: UGC Public Notice
⭐ Low Cost ₹1570 | 📚 UGC CARE Approved | 🔍 Peer-Reviewed | 🌐 Open Access | 🔗 Crossref DOI & Global Indexing | 📊 Google Scholar Impact Factor | 🧪 Multidisciplinary
Submit Paper Online Call for Paper About IJNRD UGC CARE Approval
Important Dates for Current issue
Paper Submission Open For: April 2026
Current Issue: Volume 11 | Issue 4 | April 2026
Impact Factor: 8.76
Last Date for Paper Submission: Till 30-Apr-2026
Notification of Review Result: Transparent peer review process - your paper is evaluated by experts, and you receive acceptance or rejection updates via email and SMS.
Publication of Paper: Once all documents are submitted, your paper is published without delay, and you can instantly download your certificate and confirmation letter online.
Frequency: Monthly (12 issue Annually).
Journal Type: IJNRD is an international open-access journal offering Low Cost Journal Publication, transparent Peer Review Journal Publication, Crossref DOI, and multidisciplinary research visibility under UGC CARE Approved Journal Publication.
Subject Category: Research Area
Approval, Licenses and Indexing: More Details
Call For Paper - Volume 11 | Issue 4 | April 2026
IJNRD.org offers low-cost journal publication starting at ₹1570 with UGC CARE Approved, refereed, peer-reviewed, open-access publishing. This multidisciplinary monthly journal, available in both online and print formats, features a strong Google Scholar-based impact factor of 8.76, Transparent Peer Review, CrossRef DOI, global indexing, fast publication, and complete metadata for maximum research visibility and citation impact across multidisciplinary domains.
Volume 11 | Issue 4 | April 2026 | IJNRD Transparent Peer Review Certificate | Submit Paper Online
⭐ UGC CARE Approved Refereed Journal | 🔍 Transparent Peer Review | 🌐 Open Access Publishing | 💰 Low-Cost ₹1570 | 🔗 CrossRef DOI & Global Indexing | 📊 Google Scholar Impact Factor 8.76 | 🧪 Multidisciplinary | Online & Print
Submit Paper Online
