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 …

[HTML][HTML] A Novel Approach for Meat Quality Assessment Using an Ensemble of Compact Convolutional Neural Networks

P Elangovan, V Dhurairajan, MK Nath, P Yogarajah… - Applied Sciences, 2024 - mdpi.com
The rising awareness of nutritional values has led to an increase in the popularity of meat-
based diets. Hence, to ensure public health, industries and consumers are focusing more on …

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 …

Meat quality assessment based on deep learning

O Ulucan, D Karakaya, M Turkan - 2019 Innovations in …, 2019 - ieeexplore.ieee.org
Under unsuitable sales conditions, red meat containing rich amount of protein might receive
a negative perception from consumers. Importantly, nutrients lose their effectiveness, while …

Meat Freshness State Prediction Using a Novel Fifteen Layered Deep Convolutional Neural Network

MS Devi, JA Pandian, D Umanandhini… - Data Science and …, 2023 - books.google.com
The food marketplace needs a quick and reliable system for tracking and assessing the
freshness of meat products. However, meat experiences a quick process of freshness …

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 …

Enhancing quality-based classification of perishable products: a convolutional neural network approach with statistical hyperparameter optimization

A Kumar, S Agrawal - Multimedia Tools and Applications, 2024 - Springer
India is among the leading producers of fresh fruits and vegetables in the world. Out of the
total production, a significant portion is wasted annually due to multiple issues resulting from …

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 …

Quality Grading of Beef using Deep Convolutional Neural Network

A Sharma, T Choudhury, T Sarkar… - 2023 9th …, 2023 - ieeexplore.ieee.org
Beef is one of the most widely consumed meat, being an organic substance it is prone to
degradation over time. In our paper we have proposed a Convolutional Neural Network …

[PDF][PDF] Journal of Agriculture and Food Research

J Jayasundara, R Ramanayake… - Journal of Agriculture …, 2023 - researchgate.net
Fish is a staple food around the globe, and its quality is heavily dependent on freshness.
The conventional method for evaluating the quality of fish is through a visual inspection of a …