Deep learning based approach for milk quality prediction

S Kumari, MK Gourisaria, H Das… - 2023 11th International …, 2023 - ieeexplore.ieee.org
This study aimed to find out what factors have the biggest impact on milk quality. We looked
at 9 different variables including pH, temperature, taste, odor, fat, turbidity, color, and grade …

Milk Quality Prediction Using Machine Learning

D Bhavsar, Y Jobanputra, NK Swain… - … on Internet of Things, 2024 - publications.eai.eu
Milk is the main dietary supply for every individual. High-quality milk shouldn't contain any
adulterants. Dairy products are sold everywhere in society. Yet, the local milk vendors use a …

An Optimized Neural Network Model to Predict Milk Quality

RR Kumar, S Mudepalli, N Sathish… - … on Cloud Computing …, 2024 - ieeexplore.ieee.org
Milk quality prediction is essential in the dairy industry to optimize production processes,
ensure regulatory compliance, and maintain consumer trust. By leveraging predictive …

Hybrid Blended Deep Learning Approach for Milk Quality Analysis

RU Mhapsekar, N O'Shea, S Davy… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
There has been an increase in the implementation of Artificial Intelligence (AI) in the dairy
industry for Milk Quality Analysis (MQA). However, traditional Machine Learning (ML) …

[PDF][PDF] Artificial Neural Network-Based Milk Pasteurization Quality Prediction System

TTH Vu, TW Chang - ICIC Express Lett. Part B Appl., 2022 - researchgate.net
Quality of product is always one of the top concerns in manufacturing and production lines.
The assessment and classification of product quality can be done by many different …

Using machine learning algorithms to detect milk quality

A Çelik - Eurasian Journal of Food Science and Technology, 2022 - dergipark.org.tr
Machine learning algorithms are used successfully in many sectors. The data formed by the
development of digital technology are analyzed with machine learning algorithms and …

MilkSafe: A Hardware-Enabled Milk Quality Prediction using Machine Learning

S Sarveswaran, S Jha… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Every problem has a solution, and the bulk of those answers are made possible by
advances in technology. The new ideas and their implementation have dramatically …

[PDF][PDF] Enhancing milk quality detection with machine learning: A comparative analysis of KNN and distance-weighted KNN algorithms

A Samad, S Taze, M Ucar - International Journal of …, 2024 - pdfs.semanticscholar.org
Ensuring the quality of milk is paramount for consumer health and industry standards. This
study introduces a comparative analysis of two machine learning approaches, the k-Nearest …

Research on classification model of fermented milk quality control based on data mining

L Xiao, K Xia, H Tian - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
Fermented milk has already entered the household as a kind of health drink. With the
expansion of the fermented milk market, greater demands are being placed on food …

Milk quality prediction using supervised machine learning technique

S Vidhya, V Siva Vadivu Ragavi, JK Monica… - … on Emerging Trends in …, 2023 - Springer
For milk quality analysis, in many nations across the world, adulteration of milk by various
contaminants, including water, whey, and urea, as well as certain other toxic substances, is …