학술논문

Agri Brilliance-A Farm Log Rental Service Platform with Crop and Disease Management Using Machine Learning Techniques
Document Type
Conference
Source
2022 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI) Advances in Computing, Communication and Applied Informatics (ACCAI), 2022 International Conference on. :1-7 Jan, 2022
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Robotics and Control Systems
Support vector machines
Crops
Machine learning
Forestry
Soil
Agricultural machinery
Informatics
KNN (K-Nearest Neighbor)
SVM (Support Vector Machine)
Random forest
VGG-16
Language
Abstract
A Farmer cannot invest a huge amount of money on an equipment like tractor, seed drill, harvester, roller, sprinkler system etc., instead we can provide them a solution by providing a platform for rental service. Though our farmers facing lots of issues, on the other hand the upcoming generation who are trying to involve themselves in farming couldn't approach the process as they don't have much knowledge in that. In order to mitigate the current status, there is a need for better recommendation system to alleviate this situation by helping them to make an informed decision before starting the cultivation of crops. Our Crop Management app provides a complete feature for Crop prediction, Crop and plant disease Prediction, and displays the soil testing centers.