Deep Learning based Intelligent Fruit Detection and Grading System

Our system will designed to overcome the problems of manual techniques.Our system using deep learning algorithm will detect the fruits based on color,size,texure and other feature.It will apply different algorithm using image processing to perform grading. In pakistan pre harvesting and

Project Title

Deep Learning based Intelligent Fruit Detection and Grading System

Project Area of Specialization

Artificial Intelligence

Project Summary

Our system will designed to overcome the problems of manual techniques.Our system using deep learning algorithm will detect the fruits based on color,size,texure and other feature.It will apply different algorithm using image processing to perform grading.

In pakistan pre harvesting and post harvesting process are done manually with the help of labour .This manual process is time consuming and less efficient.Our system mape this manual system into automated by applying Ai algorithm then the work will be error free and efficient.

Project Objectives

foollowing are the key objectives of this project

• automate the fruit grading and sorting system
• make the grading fast and efficient 
• reduce time and cost involved in grading/sorting of fruits
• improve the quality of fruits delivered to market

Project Implementation Method

standard research methodology will be followed to develop  the algorithm

• literature survey, studying existing techniques 
• reproducing the results of multiple algorithm from existing techniques to gain better understanding.
• incorporating new ideas and combining multiple techniques to improve the resutls
• develop a production ready software application for proof of concept

Benefits of the Project

This system replaces the traditional classification of fruit into automated so labour cost is reduce and more efficient.Different worker classify same fruits through different class but our project will work in centralize environment.

Similary our project will avoid mixing of good fruits with damage fruits.So there is no loss of money and product.

Technical Details of Final Deliverable

final deliverable will be a software system, trained using machine learning/artificial intelligence techniques on a large data set. user of this application will be able to get classification/sortig resutls by submitting/uploading images of their choice.

Final Deliverable of the Project

Software System

Core Industry

Agriculture

Other Industries

Food

Core Technology

Artificial Intelligence(AI)

Other Technologies

Others

Sustainable Development Goals

Industry, Innovation and Infrastructure, Responsible Consumption and Production

Required Resources

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