Artificial Intelligence in the Food Industry - Zahoor, Insha; Ahmad Wani, Sajad; Ganaie, Tariq Ahmad; (ed.) - Prospero Internet Bookshop

Artificial Intelligence in the Food Industry: Enhancing Quality and Safety
 
Product details:

ISBN13:9781032613147
ISBN10:1032613149
Binding:Hardback
No. of pages:378 pages
Size:254x178 mm
Language:English
Illustrations: 74 Illustrations, black & white; 11 Halftones, black & white; 63 Line drawings, black & white; 11 Tables, black & white
700
Category:

Artificial Intelligence in the Food Industry

Enhancing Quality and Safety
 
Edition number: 1
Publisher: CRC Press
Date of Publication:
 
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GBP 180.00
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Short description:

This book explores the transformative potential of AI, machine learning (ML), and deep learning (DL) algorithms in revolutionizing the food industry. By overcoming the limitations of human involvement, AI ensures a more reliable demand-supply chain and enhances food safety.

Long description:

In this changing world of food processing and handling, efficiency and safety are paramount. Artificial Intelligence in the Food Industry: Enhancing Quality and Safety offers a groundbreaking exploration of how artificial intelligence (AI) technologies can address these critical needs. This book explores the transformative potential of AI, machine learning (ML), and deep learning (DL) algorithms in revolutionizing the food industry. By overcoming the limitations of human involvement, AI ensures a more reliable demand-supply chain and enhances food safety.


As the global population grows and food consumption reaches unprecedented levels, the demand for innovative solutions is urgent. This book demonstrates how intelligent systems can accurately assess food quality, implement control mechanisms, categorize foods, and conduct predictive analyses. Such advancements are reshaping sectors, including dairy, bakery, beverages, and fruits and vegetables, making this an indispensable guide for food production and safety professionals.


It explores several cutting-edge topics such as the role of ML and computer vision in the agri-food industry, the potential of 3D printing, and the integration of AI with sensory technologies like electronic noses, electronic tongues, and near-infrared spectroscopy. These insights highlight how AI can significantly enhance food quality and productivity, benefiting both consumers and industry players.


Artificial Intelligence in the Food Industry not only showcases current advancements but also emphasizes the need for ongoing research and innovation. By inviting readers to explore AI?s transformative potential in food production and service, this book ensures a safer, more efficient, and sustainable future for the food industry.


A vital resource for researchers, scientists, and professionals in the food industry, this book presents comprehensive information on ML techniques to improve food quality, AI applications in pesticide management, food inspection, grading using image processing, and the use of robots for food safety and warehouse management.

Table of Contents:

Chapter 1


Artificial Intelligence in the Food Industry: A Sustainable Approach


Nur Alim Bahmid and Tri Hadi Jatmiko


 


Chapter 2


Application of Machine Learning in the Food Industry


Qazi Sugra Altaf and Rihab Ksouri


 


Chapter 3


Role of Machine Learning and Computer Vision in the Agri-Food Industry


Iqra, Kaisar Javeed Giri, Bisma Ashraf Wani, Danish Nazir Raja, and Farhana Mehraj


 


Chapter 4


Shelf-life Prediction by Time-Delayed Neural Network (TDNN)


Hamid, Imdadul Hoque Mondal, Himanshu Bana, and Navjot Kaur


 


Chapter 5


Artificial Intelligence in Dairy Sector


Bharti Mittu and Neha


 


Chapter 6


Artificial Intelligence in Beverages


Wani Suhana Ayoub, Ruqaya Tariq, Salma Farooq, and Insha Zahoor


 


Chapter 7


Artificial Intelligence in Cutting and Sorting of Fruits and Vegetables


Ruqaya Tariq, Iqra Qureshi, Salma Farooq, Wani Suhana Ayoub, Shazia Akhter, Rifat Javaid, and Aisha Sultana


 


Chapter 8


Revolutionizing Bakeries with Artificial Intelligence: A Sweet Blend of Innovation


Anam Aijaz


 


Chapter 9


Artificial Intelligence in Restaurant


Novsheena Rasool and Javaid Iqbal Bhat


 


Chapter 10


Artificial Intelligence in Three-Dimensional (3D) Printing


Iqra Qureshi, Ruqaya Tariq, Mehvish Habib, and Syed Insha


 


Chapter 11


Artificial Intelligence for Improving Food Quality


Danish Nazir Raja, Kaisar Javeed Giri, Farhana Mehraj, and Iqra


 


Chapter 12


Machine Learning Techniques for Increasing the Productivity of High-Quality Food Products


Rafia Amin and Shazia Amin


 


Chapter 13


Use of Pesticide Management Using AI


Bharti Mittu, Anjali Chaturvedi, and Mahendra Singh


 


Chapter 14


Integrating AI with Electronic Tongue (E-Tongue) for Real-Time Detection in the Food Industry


Upasana Yadav, Srishti Khurana, Kriti Rawal, Bindvi Arora, and Aarti Yadav


 


Chapter 15 


Integrating AI with Machine Learning (ML) for Real-Time Detection in Food Industry 


Monika Choudhary and Prabhdeep Kaur


 


Chapter 16


Integrating AI with Near-Infrared Spectroscopy (NIRS) for Real-Time Industry


Bharti Mittu, Renu Sharma, Mahendra Singh, and Neha


 


Chapter 17


CNN in Food Industry: Current Practices and Future Trends


Asifa Nazir, Ahsan Hussain, and Assif Assad