Supervised machine learning approach for pork meat freshness identification

CFD Lumogdang, MG Wata, SJS Loyola… - Proceedings of the 6th …, 2019 - dl.acm.org
As the number of pork consumer increases in the meat industry, the demand for meat
supplies also rises. Determining pork meat freshness, therefore, is the primary consideration …

Meat freshness classifier with machine and AI

ZW Bhuiyan, SAR Haider, A Haque… - 2023 IEEE Region …, 2023 - ieeexplore.ieee.org
Using machine learning and artificial intelligence techniques, this thesis presents a novel
approach to detecting meat freshness. The proposed system consists of two gas sensors …

Identification of pork meat freshness using neural networks

JA Bacus - 2021 IEEE International Conference on Electronic …, 2021 - ieeexplore.ieee.org
Pork meat freshness level is a vital factor in determining its quality for consumption. Sensory
testing, physical and chemical testing, microbiological testing, and instrument analysis are …

Machine learning-based pork meat quality prediction and shelf-life estimation

MED Alzaga, WG Buenaventura… - 2022 IEEE 14th …, 2022 - ieeexplore.ieee.org
Pork meat is a very important source of proteins and other nutrients, so it requires a high
level of quality. There is a serious health risk associated with the consumption of spoiled or …

Development of mobile electronic nose for beef quality monitoring

DR Wijaya, R Sarno, E Zulaika, SI Sabila - Procedia Computer Science, 2017 - Elsevier
Meat is one of foodstuff that widely consumed in the world. Unfortunately, the quality of meat
can easily degrade if not handled properly and become the serious health hazards if …

Design and implementation of pork freshness grading based on deep learning

C Wang, C Lv, R Li, P Wang, X Wang… - 2021 2nd …, 2021 - ieeexplore.ieee.org
China is the world's largest pork production and consumption country, with the improvement
of people's living standards and consumption upgrade, people's demand for fresh pork and …

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 …

Classification of chicken meat freshness using convolutional neural network algorithms

GB Putra, E Prakasa - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Broiler chicken meat is one of the most widely consumed meat types in Indonesia, this high
level of consumption makes a lot of consumer demand in the market. However, there was a …

Identification of Beef Freshness Using Linear Discriminant Analysis (LDA) Algorithm and Extraction of HSV Values

R Napianto, AT Prastowo, AD Wahyudi… - … on Electronic and …, 2022 - ieeexplore.ieee.org
To determine the quality of beef, it is usually seen using a flashlight and matching it with a
predetermined color standard. However, this method is time consuming and the results are …

Discrimination and Prediction of Pork Freshness by E-nose

X Hong, J Wang - Computer and Computing Technologies in Agriculture …, 2012 - Springer
An electronic nose (e-nose) was used to establish a freshness evaluation model for pork. A
pre-experiment was performed to acquire optimum parameters (10 g sample mass with 5 …