Ripe Tomato Detection Using YOLOv8 algorithm





Find us on Google Scholar

Peer Review Policy
Article Processing Charges
Publication Procedure
Research Topics
FAQ
Copyright Infringement
Refund and Cancellation Policy

Download 19
File Size 407.65 KB
File Count 1
Create Date 15/06/2025
Last Updated 15/06/2025

Download

Description

Ripe Tomato Detection Using YOLOv8 algorithm.

Prof. Sayali S. Kuchekar, Dhanashri L. Pawar, Shreejeet V. Adsul

Department of E&TC, Sinhgad College of Engineering

Department of E&TC, Sinhgad College of Engineering

Department of E&TC, Sinhgad College of Engineering

Abstract - This project harnesses the power of YOLOv8 (You Only Look Once, version 8) a cutting-edge, real-time object detection algorithm to accurately identify ripened tomatoes in images and live video streams. We are Designed the model to support farmers and agricultural professionals, the system automates the process of detecting ripeness, significantly enhancing harvesting efficiency and reducing reliance on manual labour. Our model was meticulously trained on a diverse dataset of tomatoes captured at various stages of ripeness. Through this training, YOLOv8 learned to differentiate ripened tomatoes based on distinctive visual cues such as colour intensity, contour shape, and size. The result is a robust, high-speed detection system capable of operating in real-world agricultural environments. This project makes it an ideal solution for automated yield estimation, and smart farming technologies.

Key Words: YOLOv8, Ripe Tomato Detection, Object Detection, Smart Farming, Real-time Monitoring, Automated Harvesting

Previous

Library Management System

Next

Automated Security Testing Tool

What is DOI

DOI:

A DOI will help Author(s) easily locate a document from your citation. Think of it like a Social Security number for the article you're citing — it will always refer to that article, and only that one. While a web address (URL) might change, the DOI will never change.

Where can i find DOI:

In IJSREM journal articles, the DOI will be printed with the article itself, usually on the footer of the page
If the DOI isn't included in the article, look it up on the website CrossRef.org (use the "Search Metadata" option) to check for an assigned DOI.

Benefits:

Allows for a quick and precise search.
Article can always be located.
Persistent link to its location on the Internet.
Easier identification of published articles even if the metadata URL is changed.
Aid in citation tracking, ensuring a researcher has accurate metrics on how and where their research outputs are being used or referenced.

Site Map

Terms and Conditions

Copyright Infragmentation

Publication Ethics

Editorial Board

Processing Fee's

Call for Papers

Publication Procedure

Research Topics

Frequently Asked Questions

What type of papers does International Journal of Scientific Research in Engineering and Management (IJSREM) publish?

Research Paper, Survey Paper, Informative Article, Case Studies, Review Papers, Comparative Studies

How long does it take for an accepted paper to be actually published?

Approximate will inform within 24 hours via email and sms.

What is the procedure to submit my paper?

Please Submit your Research Paper here Submit Research Paper Online - IJSREM

What is a Paper ID?

Paper ID is an Unique Identification Code provided to your submitted Manuscript. You should always mention the Paper ID during any communication with us.

How long my published paper will stay online?

Lifetime.

May I submit more than one article?

We will accept multiple submissions across multiple communities, as long as the author joins each community.

Why IJSREM?

IJSREM is one of the world's leading and fastest-growing research publications with the paramount objective of discovering advances by publishing insightful, double-blind, peer-reviewed scientific journals.

Publication Time Period

The Submitted Article/Paper will accept within 12-24 Hours, and it can publish within 24 Hours

Publication Procedure

Manuscript Submission - Check Manuscript Plagiarism - Send for Editorial Review - Final Decission to Author - Payment of Publication Fee - Re-screening - Final Publication

Processing Fee's

For Management, Hosting & Office Expenditure IJSREM Journal may charge some amount to publish the paper.

To Publish a Paper ₹: 800/- INR (without DOI)

₹:1000/- INR (with DOI)

To the extent possible under, Indospace Publications has waived all copyright and related or neighboring rights to Journal. This work is published from India.

Disclaimar Privacy Policy Terms and Conditions

Copyright © 2023. All Rights Reserved