Keeping quality criteria in the agricultural supply chain depends on mango classification and grading. Conventional manual sorting techniques are sometimes time-consuming, inconsistent, and vulnerable to human error, which causes substantial financial loss and quality deterioration. Incorporating picture processing and machine learning approaches, this study offers an automated mango fruit categorization system using Python to improve precision and speed. The suggested system catches real-time mango images, extracts important visual elements like color, texture, and form, and classifies them according on ripeness and flaws. Including Convolutional Neural Networks (CNNs), machine learning models are taught to perform classification jobs with great accuracy using a labeled dataset. Designed to help farmers, quality control specialists, and distributors, the solution simplifies the grading process, lowers physical labor, and boosts market value. Experimental findings show how the system has the ability to beat conventional approaches in terms of speed, dependability, and uniformity, hence helping to promote more intelligent agricultural methods and improved post-harvest management.
-
International Journal of Trend in Scientific Research and Development - IJTSRD having
online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International
Journal which provides rapid publication of your research articles and aims to promote
the theory and practice along with knowledge sharing between researchers, developers,
engineers, students, and practitioners working in and around the world in many areas
like Sciences, Technology, Innovation, Engineering, Agriculture, Management and
many more and it is recommended by all Universities, review articles and short communications
in all subjects. IJTSRD running an International Journal who are proving quality
publication of peer reviewed and refereed international journals from diverse fields
that emphasizes new research, development and their applications. IJTSRD provides
an online access to exchange your research work, technical notes & surveying results
among professionals throughout the world in e-journals. IJTSRD is a fastest growing
and dynamic professional organization. The aim of this organization is to provide
access not only to world class research resources, but through its professionals
aim to bring in a significant transformation in the real of open access journals
and online publishing.