Peaberry and normal coffee bean classification using CNN, SVM, and KNN: Their implementation in and the limitations of Raspberry Pi 3

Peaberry and normal coffee bean classification using CNN, SVM, and KNN: Their implementation in and the limitations of Raspberry Pi 3

Peaberries are a special type of coffee bean with an oval shape. Peaberries are not considered defective, but separating peaberries is important to make the shapes of the remaining beans uniform for roasting evenly. The separation of peaberries and normal coffee beans increases the value of both pea...

Full description

Bibliographic Details
Main Authors: Hira Lal Gope, Hidekazu Fukai
Format: Article
Language:English
Published: AIMS Press 2022-03-01
Series:AIMS Agriculture and Food
Subjects:
convolutional neural networks (cnn)
coffee bean
k-nearest-neighbors (knn)
peaberry
raspberry pi 3
support vector machine (svm)
Online Access:https://www.aimspress.com/article/doi/10.3934/agrfood.2022010?viewType=HTML

Internet

https://www.aimspress.com/article/doi/10.3934/agrfood.2022010?viewType=HTML

Similar Items