CDMD: An Efficient Crop Disease Detection and Pesticide Recommendation System Using Mobile Vision and Deep Learning

2020 ◽  
pp. 295-305
Author(s):  
Shivam Gupta ◽  
Garima Garg ◽  
Preeti Mishra ◽  
R. C. Joshi
Keyword(s):  
Deep Learning ◽  
Recommendation System ◽  
Disease Detection ◽  
Crop Disease ◽  
Mobile Vision

scholarly journals An Agri vigilance System based on Computer Vision and Deep Learning

2021 ◽  
Vol 2 (2) ◽  
pp. 1-8
Author(s):  
Karan Owalekar ◽  
Keyword(s):  
Computer Vision ◽  
Deep Learning ◽  
National Income ◽  
Efficient Solutions ◽  
Vital Role ◽  
Disease Detection ◽  
Detailed Report ◽  
Crop Monitoring ◽  
Crop Disease ◽  
Area Of Concern

In an agricultural-based country like India, farming and farming activities play a vital role in the growth of the economy as it is the main source of GNI (Gross National Income). This dependence of GNI on agriculture makes it important to address the issues faced by the farmers. The main area of concern for farmers revolves around crops and livestock. Precise farming techniques like cattle counting and crop disease detection are the need of the hour. The introduction of computer vision and deep learning has enabled us to make improvements in farming techniques. To accomplish this, a computer vision-based system is proposed which will be implemented using ResNet and YOLOv3-tiny. The proposed system will take images and videos as input and run them on the inference. The output will be updated in the database and the farmer will be notified in case of any inconsistency. The detailed report can be accessed by government agencies. The system will increase efficiency in farming processes like crop monitoring, livestock tracking, crop disease detection by providing fast and efficient solutions for the problems faced by the farmers.

scholarly journals Experimental study on crop disease detection based on deep learning

2019 ◽  
Vol 569 ◽  
pp. 052034
Author(s):  
Xiaoling Xia ◽  
Yongbo Wu ◽  
Qinyang Lu ◽  
Changqi Fan
Keyword(s):  
Experimental Study ◽  
Deep Learning ◽  
Disease Detection ◽  
Crop Disease

CROPCARE: An Intelligent Real-Time Sustainable IoT System for Crop Disease Detection Using Mobile Vision

2021 ◽  
pp. 1-1
Author(s):  
Garima Garg ◽  
Shivam Gupta ◽  
Preeti Mishra ◽  
Ankit Vidyarthi ◽  
Aman Singh ◽  
...  
Keyword(s):  
Real Time ◽  
Disease Detection ◽  
Crop Disease ◽  
Mobile Vision

Crop Disease Detection in Image Processing Using MATLAB

2020 ◽  
Vol 24 (04) ◽  
pp. 2967-2973
Author(s):  
Archana P ◽  
Hari prabhu S ◽  
Mohammed safir A ◽  
Naveenraj K ◽  
Pravin kumar S
Keyword(s):  
Image Processing ◽  
Disease Detection ◽  
Crop Disease

Crop Disease Detection in Image Processing Using MATLAB

2020 ◽  
Vol 24 (04) ◽  
pp. 1698-1703
Author(s):  
Archana P ◽  
Hari prabhu S ◽  
Mohammed safir A ◽  
Naveenraj K ◽  
Pravin kumar S
Keyword(s):  
Image Processing ◽  
Disease Detection ◽  
Crop Disease

Crop Disease Diagnosis using Deep Learning Models

2020 ◽  
Author(s):  
Waleej Haider ◽  
Aqeel Ur Rehman ◽  
Ahmed Maqsood ◽  
Syed Zurain Javed
Keyword(s):  
Deep Learning ◽  
Disease Diagnosis ◽  
Learning Models ◽  
Crop Disease

18 Using deep learning for image-based plant disease detection

2021 ◽  
pp. 369-402
Author(s):  
Punam Bedi ◽  
Pushkar Gole ◽  
Sumit Kumar Agarwal
Keyword(s):  
Deep Learning ◽  
Plant Disease ◽  
Disease Detection
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