Quality Analysis on Agricultural Produce Using CNN

A Sahitya, I Nadar, P Sakhiya… - Proceedings of the 4th …, 2021 - papers.ssrn.com
Checking the quality of fruits and vegetables has been a vital role nowadays due to
inflammation, transportation damage and many more scenarios, analyzing the quality of …

[HTML][HTML] Enhanced batch sorting and rapid sensory analysis of Mackerel products using YOLOv5s algorithm and CBAM: Validation through TPA, colorimeter, and …

YZ Huang, L Han, X Yang, Y Liu, BW Zhu, XP Dong - Food Chemistry: X, 2023 - Elsevier
This study employed the YOLOv5s algorithm to establish a rapid quality identification model
for Pacific chub mackerel (S. japonicus) and Spanish mackerel (S. niphonius). Data …

Artificial Intelligence and Deep Learning-Based System for Agri-Food Quality and Safety Detection

H Shah, H Kumar, A Akgül - Wasit Journal of Computer and …, 2023 - wjcm.uowasit.edu.iq
Deep Learning (DL) has emerged as a highly effective technique for analyzing large
volumes of data across various domains, including image processing, speech recognition …

An efficient cnn-based method for classification of red meat based on its freshness

A Bajpai, H Rai, N Tiwari - … Conference on Machine Learning, IoT and Big …, 2023 - Springer
Red meat is one of the most popular varieties of meat in the eastern part of India.
Consumption of prolonged accumulated or spoiled meat results in many fatal diseases …

Freshness Assessment of Milkfish (Chanos Chanos) Using LabVIEW: Image Processing

AJC Aguil, GJG Repuyan, RM Anacan… - TENCON 2018-2018 …, 2018 - ieeexplore.ieee.org
In a fast-changing world, tradition must adapt with technology. In many industries today,
quality control is a method that should be consistent and reliable. One of the industries that …

Food image classification with deep features

A Şengür, Y Akbulut, Ü Budak - 2019 international artificial …, 2019 - ieeexplore.ieee.org
In this paper, deep feature extraction, feature concatenation and support vector machine
(SVM) classifier are used for efficient classification of food images. Classification of foods …

[HTML][HTML] A novel hybrid system for automatic detection of fish quality from eye and gill color characteristics using transfer learning technique

İ Akgül, V Kaya, Ö Zencir Tanır - Plos one, 2023 - journals.plos.org
Fish remains popular among the body's most essential nutrients, as it contains protein and
polyunsaturated fatty acids. It is extremely important to choose the fish consumption …

Fish Freshness Detection Through Artificial Intelligence Approaches: A Comprehensive Study

S Kılıçarslan, MMH Çiçekliyurt… - Turkish Journal of …, 2024 - agrifoodscience.com
Fish is regarded as an important protein source in human nutrition due to its high
concentration of omega-3 fatty acids In traditional global cuisine, fish holds a prominent …

Convolutional neural networks for artificial marbling beef classification

G Panitchakorn, Y Limpiyakorn - … on Internet Computing for Science and …, 2021 - dl.acm.org
Nowadays, image processing is widely used as one of the quality control techniques applied
in the food and neutral industrial sectors. One of the problem domains deep learning excels …

[HTML][HTML] Bio-Inspired Spotted Hyena Optimizer with Deep Convolutional Neural Network-Based Automated Food Image Classification

H Mahgoub, G Aldehim, NS Almalki, I Issaoui… - Biomimetics, 2023 - mdpi.com
Food image classification, an interesting subdomain of Computer Vision (CV) technology,
focuses on the automatic classification of food items represented through images. This …