Generative artificial intelligence in the agri-food value chain-overview, potential, and research challenges

C Krupitzer - Frontiers in Food Science and Technology, 2024 - frontiersin.org
ChatGPT uses a so called Large Language Model (LLM) to provide textual output of
analyzed data. Those LLMs are one example for Generative Artificial Intelligence (AI), which …

Llava-chef: A multi-modal generative model for food recipes

F Mohbat, MJ Zaki - Proceedings of the 33rd ACM International …, 2024 - dl.acm.org
In the rapidly evolving landscape of online recipe sharing within a globalized context, there
has been a notable surge in research towards comprehending and generating food recipes …

LOFI: LOng-tailed FIne-Grained Network for Food Recognition

JM Rodríguez-De-Vera, IG Estepa… - Proceedings of the …, 2024 - openaccess.thecvf.com
Food recognition plays a crucial role in several healthcare applications. Nevertheless it
presents significant computer vision challenges such as long-tailed and fine-grained …

[PDF][PDF] Proposal of User Interface Based on Heavy User Usage

J Chin, S Lee, C Park, M Yeoun - Arch. Des. Res, 2024 - aodr.org
Abstract Background The use of Large Language Models (LLMs) is growing in various
industries, including reasoning, question answering, and code generation. However, the …

DishAgent: Enhancing Dining Experiences through LLM-Based Smart Dishes

C Xue, Y Guo, Z Wang, M Shimizu, J Jeung… - Adjunct Proceedings of …, 2024 - dl.acm.org
With the rapid advancement of smart technologies, there is an increasing demand to
enhance everyday experiences, including dining. Recent Human-Computer Interaction …

Online Analysis of Ingredient Safety, Leveraging OCR and Machine Learning for Enhanced Consumer Product Safety

CP Vandana, D Adithya, DD Kedilaya… - … and Internet of …, 2024 - ieeexplore.ieee.org
Navigating the complex world of product ingredients can be a daunting task for health-
conscious consumers. Often, ingredient labels are opaque and filled with jargon, hindering …

[HTML][HTML] LLM 서비스내헤비유저사용행태분석에기반한인터페이스제안

진종현, 이소영, 박채린, 연명흠 - Archives of Design Research-Vol, 2024 - aodr.org
초록 연구배경 LLM (Large Language Model) 은 논리적 추론, 질문 응답, 코드 생성 등의
다양한 산업 전반에서 활용이 확대되고 있다. 하지만 LLM 연구의 전반적인 방향성 및 분석 …

Evaluating the Agreement between Human Preferences, GPT-4V and Gemini Pro Vision Assessments: Can AI Recognise Which Restaurants People Might Like?

D Krupić, D Matijević, N Šuvak, D Ševerdija, J Maltar - 2024 - researchsquare.com
The study aims to introduce a methodology for assessing agreement between AI and human
ratings, specifically focusing on visual large language models (LLMs). It presents empirical …

Multi-Task Visual Food Recognition by Integrating an Ontology Supported with Llm

D Ponte, E Aguilar, M Ribera, P Radeva - Available at SSRN 4984843 - papers.ssrn.com
Food image analysis plays a critical role in domains such as culinary arts, nutrition, and food
technology. This paper presents a novel multi-task visual food analysis approach, which …