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Gebreyes Gebeyehu Coffee Thesis 2021 PDF

124 Pages·2021·English
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by ['dagne']| 2021| 124 pages| English

About Gebreyes Gebeyehu Coffee Thesis 2021

This thesis proposes using deep learning techniques to classify images of coffee beans by their growing region in Ethiopia. Currently, classification is done manually at the Ethiopian Coffee Quality Inspection and Certification Center, which is inefficient and prone to errors. The proposed system develops a convolutional neural network model trained on over 3,000 coffee bean images to classify images into six regions with 97.8% accuracy. The system aims to automate classification to make the process more efficient and accurate.

Detailed Information

Author:['dagne']
Publication Year:2021
Pages:124
Language:English
Format:PDF
Price:FREE
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