|
|||||||||||||||
|
INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
||||||||||||||
Issue: May 2024
Volume 9 | Issue 5
Review Result and Publication of Paper within : 2-3 days
Click Here For more DetailsFor Authors
Forms / Download
Published Issue Details
Editorial Board
Other IMP Links
Facts & Figure
Impact Factor : 8.76
Issue per Year : 12
Volume Published : 9
Issue Published : 96
Article Submitted :
Article Published :
Total Authors :
Total Reviewer :
Total Countries :
Indexing Partner
Join RMS/Earn 300
Licence
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
|
Published Paper Details
|
|
| Paper Title: | Technology Based Agriculture |
| Authors Name: | H C Sujan Kumar , Jane Belita Dsouza , Neha G Rao , Sheikh Afraaz , Ganesh V N |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_195458
|
| Published Paper Id: | IJNRD2305445 |
| Published In: | Volume 8 Issue 5, May-2023 |
| DOI: | |
| Abstract: | In India, agriculture along with its associated sectors is the major source of livelihood for small and marginal farmers, which occupy about 85 % of farmers in the country. Crop production must be managed for plant diseases and weeds to be sustainable. Weeds are a concern because they crowd out valuable crops and take up space, water, and nutrients. Some weeds also become tangled in equipment, which hinders effective harvesting. Water wastage is also a big concern that the world faces. Nowadays water shortage is increasing day by day as a result saving water is also a topic of concern. Tools for weed and crop detection and plant disease data have been developed using machine learning techniques such as object detection and image classification. In this we provide a method for weed and crop detection and plant disease diagnosis that integrates object recognition and picture classification approaches. For object detection and image classification, the suggested method makes use of YOLOv4 algorithm and convolutional neural networks. And for automated irrigation system estimate how much quantity of water a crop would need. As a result, weed removal systems are essential. And automated irrigation system for plants can be supplied with water in a proper time interval. |
| Keywords: | YOLOv4, CNN, Machine leaning, Image processing, Android Studio, Arduino, Soil sensors, GSM. |
| Cite Article: | "Technology Based Agriculture", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 5, page no.e394-e399, May-2023, Available :http://www.ijnrd.org/papers/IJNRD2305445.pdf |
| Downloads: | 000118761 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, 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 |
| Publication Details: |
Published Paper ID:IJNRD2305445 Registration ID: 195458 Published In: Volume 8 Issue 5, May-2023 DOI (Digital Object Identifier): Page No: e394-e399 Country: Mangalore, Karnataka, India Research Area: Electronics & Communication Engg. Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2305445 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2305445 |
| Share Article: |
|
|
Click Here to Download This Article |
|
| Article Preview | |
|
|
|
Major Indexing from www.ijnrd.org
| Semantic Scholar | Microsaoft Academic | ORCID | Zenodo |
| Google Scholar | ResearcherID Thomson Reuters | Mendeley : reference manager | Academia.edu |
| arXiv.org : cornell university library | Research Gate | CiteSeerX | PUBLON |
| DRJI | SSRN | Scribd | DocStoc |
ISSN Details
 |
 |
|
ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
Journal Starting Year (ESTD) : 2016
DOI (A digital object identifier)
Conference
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Important Details
Social Media
Licence
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Join RMS/Earn 300
| Copyright © 2024 - All Rights Reserved - IJNRD |
Facebook Twitter Instagram LinkedIn