Improving mango ripeness grading accuracy: A comprehensive analysis of deep learning, traditional machine learning, and transfer learning techniques

Improving mango ripeness grading accuracy: A comprehensive analysis of deep learning, traditional machine learning, and transfer learning techniques

Bangladesh ranks among the top 10 countries globally in mango output. Mangoes can be classified based on their ripeness, with skin color being the most significant aspect. The current classification procedure is done manually, leading to mistakes and vulnerability to human error. Most research often...

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Bibliographic Details
Main Authors: Md․ Saon Sikder, Mohammad Shamsul Islam, Momenatul Islam, Md․ Suman Reza
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Machine Learning with Applications
Subjects:
Machine learning
Deep learning
Ripeness
Transfer learning
Convolutional neural network
Image processing
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827025000027

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http://www.sciencedirect.com/science/article/pii/S2666827025000027

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