Your Cart

Your Wishlist

EXPLORE

Project Categories

9:30 AM - 6:30 PM | Call Us | WhatsApp

AislynTech
Chat with us Download App Depression detection from social network data using machine learning techniques

Smart crop monitoring based on Machine Learning

Category: Embedded Projects

Price: ₹ 22100 ₹ 26000 15% OFF

YouTube Video
Product Image

In this project, data has been collected from various sensors to propose an IoT-assisted hybrid machine learning approach for obtaining an effective crop monitoring system. Crop monitoring system here means predicting as well as detecting diseases of crops. This study is about leveraging existing data and applying regression analysis, and decision tree to predict crop diseases in diverse crops such as rice, ragi, gram, potato, and onion. Among the applied methods, SVM outperforms regression, DT methods. The training and testing accuracy of Gram has 96.29% and 95.67%, respectively.

Block Diagram

block-diagram

Related Projects

Similar projects you might like

Skin Tone Detection and Custom Foundation Mixing System 0% OFF
Embedded Projects
Skin Tone Detection and Custom Foundation Mixing System
(292)
₹13,000.00 ₹11,050.00
View Details
EV Vehicle Wireless Charging System Using Arduino 0% OFF
Embedded Projects
EV Vehicle Wireless Charging System Using Arduino
(387)
₹13,000.00 ₹11,050.00
View Details
IoT-Based Smart Safety Headgear for Real-Time Environmental Monitoring and Industrial Worker Protection 0% OFF
Embedded Projects
IoT-Based Smart Safety Headgear for Real-Time Environmental Monitoring and Industrial Worker Protection
(174)
₹13,000.00 ₹11,050.00
View Details
Wireless EV Road for Vehicle Charging System Using Dynamic Wireless Power Transfer 0% OFF
Embedded Projects
Wireless EV Road for Vehicle Charging System Using Dynamic Wireless Power Transfer
(438)
₹12,000.00 ₹10,200.00
View Details
Load Management for Household Appliances Using Smart Energy Monitoring System 0% OFF
Embedded Projects
Load Management for Household Appliances Using Smart Energy Monitoring System
(182)
₹14,000.00 ₹11,900.00
View Details
Peer to Peer Energy Trading System 0% OFF
Embedded Projects
Peer to Peer Energy Trading System
(334)
₹14,000.00 ₹11,900.00
View Details
Human Following Robot Using Arduino and Ultrasonic Sensors with Free Source Code 0% OFF
Embedded Projects
Human Following Robot Using Arduino and Ultrasonic Sensors with Free Source Code
(405)
₹12,000.00 ₹10,200.00
View Details
IoT-Based Dog Tracking System Using GPS and Real-Time Location Monitoring 0% OFF
Embedded Projects
IoT-Based Dog Tracking System Using GPS and Real-Time Location Monitoring
(358)
₹9,000.00 ₹7,650.00
View Details