Automatic classification of takeaway food outlet cuisine type using machine (deep) learning

Automatic classification of takeaway food outlet cuisine type using machine (deep) learning

Background and purpose:: Researchers have not disaggregated neighbourhood exposure to takeaway (‘fast-’) food outlets by cuisine type sold, which would otherwise permit examination of differential impacts on diet, obesity and related disease. This is partly due to the substantial resource challenge...

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Bibliographic Details
Main Authors: Tom R.P. Bishop, Stephanie von Hinke, Bruce Hollingsworth, Amelia A. Lake, Heather Brown, Thomas Burgoine
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:Machine Learning with Applications
Subjects:
Takeaway (‘fast-’) food outlets
Cuisine type
Classification
Machine (deep) learning
Universal Language Model Fine-tuning (ULMFiT)
Data science
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827021000530

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http://www.sciencedirect.com/science/article/pii/S2666827021000530

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