Classification of first quality fancy cashew kernels using four deep convolutional neural network models

SK Vidyarthi, SK Singh, R Tiwari… - Journal of Food …, 2020 - Wiley Online Library
In this study, we proposed deep convolutional neural networks (DCNNs) combined with
image processing to classify cashew kernels in five categories based on the adulteration of …

Cashews whole and splits classification using a novel machine vision approach

S Sunoj, C Igathinathane, S Jenicka - Postharvest Biology and Technology, 2018 - Elsevier
Cashew is a high-value and the third largest edible tree nut that is universally consumed as
a snack or included in food preparations. Classification of whole and split cashews in …

A Low-Cost Deep-Learning-Based System for Grading Cashew Nuts

VN Pham, QH Do Ba, DA Tran Le, QM Nguyen… - Computers, 2024 - mdpi.com
Most of the cashew nuts in the world are produced in the developing countries. Hence, there
is a need to have a low-cost system to automatically grade cashew nuts, especially in small …

An improvised algorithm for computer vision based cashew grading system using deep CNN

A Sivaranjani, S Senthilrani… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
Computer vision is becoming popular at the present days in agricultural area with an
assortment of technological improvements for grading, sorting, classification. Though there …

Recognition and classification of White Wholes (WW) grade cashew kernel using artificial neural networks

NV Ganganagowdar… - Acta Scientiarum …, 2016 - SciELO Brasil
ABSTRACT A novel intelligent automated model to recognize and classify a cashew kernels
using Artificial Neural Network (ANN). The model primarily intends to work on two phases …

Traditional machine learning-based classification of cashew kernels using colour features

GP Baitu, OAA Gadalla, YB Öztekin - Tekirdağ Ziraat Fakültesi …, 2023 - dergipark.org.tr
Kaju, Tanzanya'nın ülke ekonomisine dış gelir olarak katkı sağlayan başlıca ticari
ürünlerden biridir. Kaju çekirdeklerinin işlenmesi, halen büyük ölçüde el emeği kullanılarak …

Precised Cashew Classification Using Machine Learning

SN Karnam, VS Vaddagallaiah, PK Rangnaik… - … , Technology & Applied …, 2024 - etasr.com
This study explores the utilization of deep learning techniques for accurate cashew
classification to improve efficiency and accuracy in the cashew industry. YOLOv5, YOLOv9 …

Computer Vision system for cashew kernel area estimation

VG Narendra, DK Shetty… - 2012 Third International …, 2012 - ieeexplore.ieee.org
Carrying out Food and Agricultural product Quality Inspection manually is a laborious task.
Maintaining consistent product quality is not possible due to human errors. Customer …

Computer vision system to estimate cashew kernel (white wholes) grade colour and geometric parameters.

VG Narendra, KS Hareesh - 2014 - cabidigitallibrary.org
The geometric parameters along with related colour properties of food and agricultural
products are important in order to characterize and describe its quality. Presently, the quality …

Computer vision system to estimate cashew kernel (white wholes) grade geometric and colour parameters.

VG Narendra, KS Hareesh - 2014 - cabidigitallibrary.org
The geometric parameters along with related colour properties of food and agricultural
products are important in order to characterize and describe its quality. Presently, the quality …