E Plantation System

Our E-plantation system is consisting of two phases. In the first phase, we design the system of Plantation in which we use the approach of Artificial Intelligence for the growth of plants and defend against different diseases and pests. In the second phase, we introduce the web-based system for peo

Project Title

E Plantation System

Project Area of Specialization

Artificial Intelligence

Project Summary

Our E-plantation system is consisting of two phases. In the first phase, we design the system of Plantation in which we use the approach of Artificial Intelligence for the growth of plants and defend against different diseases and pests. In the second phase, we introduce the web-based system for people to giving them our services and to grow to sell, and buy the healthy plant and from a website, that how we create an opportunity for the people who are jobless and make money from home as well as produce healthy plants.

Project Objectives

• To recognize diseases
• To identify pest’s presence
• To make solution artificially of diseases and pests’ presence
• To identify the bad environment for plants
• To make the Web System for people to engage about plants growth information
• To make a central hub for buy and selling plants
• To give the plant health services

Project Implementation Method

First of all, we use sensors, cameras, and chips for the plant to identify its diseases and the presence of pests. Then we use some sensors and chips to identify the environment for the plant so that plant can grow better. Then the data that we get from sensors and cameras we use image processing techniques by using GPU to identify the diseases and pest’s presence from the pre-train datasets. In the second phase, we implement a proper website to introduce our services to grow healthy plants and make a central hub to sell or buy the plants.

Hardware devices that we used in the project are:

Raspberry Pi 4, Raspberry Pi Camera Module V2, Humidity Sensors, Invidia GTX 1650 GPU, Soil moisture sensor, Temperature Sensors, Light Intensity Sensors, Water level Sensors, EC and Ph sensor.

On the other hand, tools, and technology, we used to be:

.Net framework, MATLAB, Microsoft Visual Studio, the dataset from Kaggle, SQL Server, Html and CSS

While some of the Services that we get from the internet is:

Domain, Hosting and GPS tracking services.

Benefits of the Project

• Healthy Growth of Plants
• Cultivation or Crops can be increased
• Dieses can be easily detected and solve
• Pests Presence can be easily detected and solve
• People get free Information services of Plant
• Create opportunities for Job
• Grow Greenery and spread a healthy environment
• The use of technology will be promoted in agriculture
• People get a central hub for selling, buying plants as well as a care center of crops.
• By using GPU and pre-train data sets of plant diseases we can easily identify the diseases and thier best solution.

Technical Details of Final Deliverable

The final deliverable of our project is a website in which people register their selves as gardeners, customers, and delivery boys who are validating and verified by the main admin to sell or buy the plants and our services. In our services, we give systems from the crops or plants to people for defending against pests and diseases which will be implemented by our team.

The selling and buying of the plant system are simple whenever the customer wants a specific plant he requests and then the delivery boy takes a plant from the gardener to the customer.

The Services system is in which our team implement the IT objects to the crops or plants to know the diseases or pests or to know the proper environment which is need of plant so that customer can grow his crops healthy and best. In this system first of all we implement sensors of different types to collect data from the environment to ensure that plant will grow properly or not. The data in form of pictures will be processed with a pre-train dataset using GPU deep learning to know which kind of diseases of the plant is there and what is the solution to these diseases.

Final Deliverable of the Project

HW/SW integrated system

Core Industry

IT

Other Industries

Agriculture

Core Technology

Artificial Intelligence(AI)

Other Technologies

Internet of Things (IoT)

Sustainable Development Goals

Zero Hunger, Good Health and Well-Being for People

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com