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Leveraging Computer Vision and Visual LLMs for Cost-Effective and Consistent Street Food Safety Assessment in Kolkata India

Author

Listed:
  • Alexey Chernikov
  • Klaus Ackermann
  • Caitlin Brown
  • Denni Tommasi

Abstract

Ensuring street food safety in developing countries is crucial due to the high prevalence of foodborne illnesses.

Suggested Citation

  • Alexey Chernikov & Klaus Ackermann & Caitlin Brown & Denni Tommasi, 2025. "Leveraging Computer Vision and Visual LLMs for Cost-Effective and Consistent Street Food Safety Assessment in Kolkata India," SoDa Laboratories Working Paper Series 2025-02, Monash University.
    • Handle: RePEc:ajr:sodwps:2025-02
    as

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    References listed on IDEAS

    as
    1. Gianmarco Daniele & Sulagna Mookerjee & Denni Tommasi, 2021. "Informational Shocks and Street-Food Safety: A Field Study in Urban India," The Review of Economics and Statistics, MIT Press, vol. 103(3), pages 563-579, July.
    Full references (including those not matched with items on IDEAS)

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    1. Brown, Caitlin & Tommasi, Denni, 2025. "Quality Upgrading in the Street Food Market: Is Better Equipment and Training Sufficient?," IZA Discussion Papers 18328, IZA Network @ LISER.

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    Keywords

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    JEL classification:

    • C83 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Survey Methods; Sampling Methods
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development

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