Journal and Books
Dashboard
Book
Add Category
Book Entry
Book View
Add Chapter
Journal
Journal Subject
Journal Entry
Issues Entry
Article Entry
View Article
Editorial Board Control
Editorial Board Entry
Policy Entry
Online First Entry
View Online First
About Section
Most Cited Articles
Recent Articles
Notice Board Entry
Special issues Entry
Highlights Entry
Esteemed Autor Entry
Forms
Book Submission Form
Editor/reviewer Form
Chapter Edited Book View
Certificate form
File Uploads
Image Upload
PDF Upload
Content Upload
Logout
Edit Journal Article
Article ID
Journal
Select
Innovative Farming
Biotica Research Today
Plant Health Archives
Research Biotica
Issue
Select
June (2025)
May (2025)
April (2025)
October-December (2024)
March (2025)
October-December (2024)
February (2025)
July-September (2024)
January (2025)
January-March (2025)
October-December (2024)
July-September (2024)
December (2024)
November (2024)
October (2024)
September (2024)
July-September (2024)
October-December (2016): Special
April-June (2024)
January-March (2024)
October-December (2023)
July-September (2023)
April-June (2023)
January-March (2023)
October-December (2022)
July-September (2022)
April-June (2022)
January-March (2022)
October-December (2021)
July-September (2021)
April-June (2021)
January-March (2021)
October-December (2019)
July-September (2019)
April-June (2019)
January-March (2019)
October-December (2018)
July-September (2018)
April-June (2018)
January-March (2018)
October-December (2017)
July-September (2017)
April-June (2017)
January-March (2017)
October-December (2016)
July-September (2016)
April-June (2016)
January-March (2016)
February (2020)
January (2020)
December (2019)
December (2022)
November (2022)
October (2022)
September (2022)
August (2022)
July (2022)
June (2022)
May (2022)
April (2022)
March (2022)
February (2022)
January (2022)
December (2021)
November (2021)
October (2021)
September (2021)
August (2021)
July (2021)
June (2021)
May (2021)
April (2021)
March (2021)
February (2021)
January (2021)
December (2020)
November (2020)
October (2020)
September (2020)
August (2020)
July (2020)
December (2023)
November (2023)
October (2023)
September (2023)
August (2023)
July (2023)
June (2023)
May (2023)
April (2023)
March (2023)
February (2023)
January (2023)
August (2024)
July (2024)
April-June (2024)
January-March (2024)
October-December (2023)
July-September (2023)
April-June (2023)
January-March (2023)
October-December (2022)
July-September (2022)
April-June (2022)
January-March (2022)
June (2024)
May (2024)
April (2024)
March (2024)
February (2024)
January (2024)
October-December (2021)
July-September (2021)
April-June (2021)
January-March (2021)
October-December (2020)
July-September (2020)
June (2020)
May (2020): Special Issue
May (2020)
April (2020)
March (2020)
October-December (2020)
July-September (2020)
April-June (2020)
January-March (2020)
April-June (2020)
January-March (2020)
April-June (2024)
January-March (2024)
October-December (2023)
July-September (2023)
October-December (2019)
April-June (2023)
Article Type
Select
Research Articles
Review Articles
General Articles
Popular Article
Success story
Short Communication
Case Study
Subject
Select
Agriculture
Horticulture
Plant Breeding
Plant Pathology
Entomology
Mycology
Nanotechnology
Economics
Extension
Plant Biotechnology
Genomics
Agronomy
Soil Science
Fruit Science
Vegetable Science
Sericulture
Apiculture
Weed Science
IoT
Botany
Zoology
Medical Science
Pharmacology
Life Science
Biological Science
Veterinary
Animal Science
Livestock Management
IPM
IDM
Poultry Science
Fisheries Science
Aquaculture
Entrepreneurship Development
Agricultural Engineering
Biochemistry
Toxicology
Tea Husbandry
Nutrient Management
Environmental Science
Title
Abstract
<p style="text-align:justify"><span style="font-size:16px">Deep Learning (DL) techniques, mainly the methods of Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN), have received considerable attention and are being used in diverse fields including the agricultural sector. Most agricultural research frequently employs software frameworks without thoroughly investigating the ideas and mechanisms of a technique. The present article provides a concise summary of major DL algorithms (CNN and RNN), including concepts, implementation and applications to the scientific community to gain a holistic picture of techniques quickly. The article summarises and analyses research on DL applications in agriculture, and also focused on future opportunities which in turn help agricultural researchers in better understanding and learning of DL algorithms that facilitate data analysis, enhance research in agriculture, and thus effectively promote DL applications.</span></p>
Page No (Eg:10-20 [Without Space])
KeyWords (Eg: Keyword1, Keyword2, ......, Keyword10)
DOI (Eg: 10.37446/Jinagri/Ra/10.3.2023.1-13))
Date
Abstract PDF Of The Article
Authors name
Authors Details
<p style="text-align:justify"><span style="font-size:16px"><strong>Adarsh V.S.<sup>*</sup></strong></span></p> <p style="text-align:justify"><span style="font-size:16px"><em>Dept. of Agricultural Statistics, Bidhan Chandra Krishi Viswavidyalaya (BCKV), Mohanpur, West Bengal (741 252), India</em></span></p> <p style="text-align:justify"><span style="font-size:16px"><strong>Gowthaman T.</strong></span></p> <p style="text-align:justify"><span style="font-size:16px"><em>Dept. of Agricultural Statistics, Bidhan Chandra Krishi Viswavidyalaya (BCKV), Mohanpur, West Bengal (741 252), India</em></span></p> <p style="text-align:justify"><span style="font-size:16px"><strong>Sankarganesh E.</strong></span></p> <p style="text-align:justify"><span style="font-size:16px"><em>Dept. of Agricultural Entomology, Bidhan Chandra Krishi Viswavidyalaya (BCKV), Mohanpur, West Bengal (741 252), India</em></span></p>
How to cite
<p style="text-align:justify"><span style="font-size:14px">Adarsh, V.S., Gowthaman, T., Sankarganesh, E., 2022. Deep Learning: A futuristic approach to agriculture. <em>Biotica Research Today </em>4(8), 570-572.</span></p>
Reference
<p style="text-align:justify"><span style="font-size:16px">Gowthaman, T., Sankarganesh, E., 2022. Convolutional Neural Network (CNN) Architecture for Pest and Disease Detection in Agricultural Crops. <em>Biotica Research Today</em> 4(3), 178-180.</span></p> <p style="text-align:justify"><span style="font-size:16px"><span style="background-color:white">Magomadov, V.S., 2019. Deep learning and its role in smart agriculture. <em>Journal of Physics: Conference Series </em>1399(4), pp. 044109.</span></span></p>
Ready to Leave?
×
Select "Logout" below if you are ready to end your current session.
