Frontiers in Artificial Intelligence | AI in Food, Agriculture and Water

Original Research

Published on 03 Feb 2025

Deep learning and explainable AI for classification of potato leaf diseases

in AI in Food, Agriculture and Water

Sarah M. Alhammad
Doaa Sami Khafaga
Walaa M. El-hady
Farid M. Samy
Khalid M. Hosny

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1449329

398 views

Original Research

Published on 23 Jan 2025

Cyberinfrastructure for machine learning applications in agriculture: experiences, analysis, and vision

in AI in Food, Agriculture and Water

Lucas Waltz
Sushma Katari
Chaeun Hong
Adit Anup
Julian Colbert
Anirudh Potlapally
Taylor Dill
Canaan Porter
John Engle
Christopher Stewart

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1496066

696 views

Perspective

Published on 23 Jan 2025

Enhancing Africa’s agriculture and food systems through responsible and gender inclusive AI innovation: insights from AI4AFS network

in AI in Food, Agriculture and Water

Nicholas Ozor
Joel Nwakaire
Alfred Nyambane
Wentland Muhatiah
Cynthia Nwobodo

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1472236

565 views

Original Research

Published on 23 Jan 2025

Phenology analysis for trait prediction using UAVs in a MAGIC rice population with different transplanting protocols

in AI in Food, Agriculture and Water

Shoji Taniguchi
Toshihiro Sakamoto
Haruki Nakamura
Yasunori Nonoue
Di Guan
Akari Fukuda
Hirofumi Fukuda
Kaede C. Wada
Takuro Ishii
Jun-Ichi Yonemaru

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1477637

290 views

Original Research

Published on 23 Jan 2025

Exploring the potential of AI-driven food waste management strategies used in the hospitality industry for application in household settings

in AI in Food, Agriculture and Water

Quintana M. Clark
Disha Basavaraja Kanavikar
Jason Clark
Patrick J. Donnelly

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1429477

737 views

Original Research

Published on 09 Jan 2025

Dynamic-budget superpixel active learning for semantic segmentation

in AI in Food, Agriculture and Water

Yuemin Wang
Ian Stavness

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1498956

391 views

Original Research

Published on 11 Dec 2024

A hybrid deep learning-based approach for optimal genotype by environment selection

in AI in Food, Agriculture and Water

Zahra Khalilzadeh
Motahareh Kashanian
Saeed Khaki
Lizhi Wang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1312115

679 views

Original Research

Published on 06 Dec 2024

What is in a food store name? Leveraging large language models to enhance food environment data

in AI in Food, Agriculture and Water

Analee J. Etheredge
Samuel Hosmer
Aldo Crossa
Rachel Suss
Mark Torrey

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1476950

844 views

Original Research

Published on 04 Dec 2024

Robust deep-learning based refrigerator food recognition

in AI in Food, Agriculture and Water

Xiaoyan Dai

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1442948

578 views

Original Research

Published on 30 Oct 2024

Real-time crop row detection using computer vision- application in agricultural robots

in AI in Food, Agriculture and Water

Md. Nazmuzzaman Khan
Adibuzzaman Rahi
Veera P. Rajendran
Mohammad Al Hasan
Sohel Anwar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1435686

1,245 views

Perspective

Published on 25 Oct 2024

Large language models can help boost food production, but be mindful of their risks

in AI in Food, Agriculture and Water

Djavan De Clercq
Elias Nehring
Harry Mayne
Adam Mahdi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1326153

2,354 views
1 citation

Review

Published on 24 Sep 2024

Artificial intelligence and machine learning applications for cultured meat

in AI in Food, Agriculture and Water

Michael E. Todhunter
Sheikh Jubair
Ruchika Verma
Rikard Saqe
Kevin Shen
Breanna Duffy

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1424012

4,568 views

Original Research

Published on 18 Sep 2024

Investigating the contribution of image time series observations to cauliflower harvest-readiness prediction

in AI in Food, Agriculture and Water

Jana Kierdorf
Timo Tjarden Stomberg
Lukas Drees
Uwe Rascher
Ribana Roscher

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1416323

775 views

Original Research

Published on 27 Aug 2024

Bayesian model of tilling wheat confronting climatic and sustainability challenges

in AI in Food, Agriculture and Water

Qaisar Ali

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1402098

3,329 views

Original Research

Published on 16 Aug 2024

Deep learning models for the early detection of maize streak virus and maize lethal necrosis diseases in Tanzania

in AI in Food, Agriculture and Water

Flavia Mayo
Ciira Maina
Mvurya Mgala
Neema Mduma

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1384709

1,915 views

Original Research

Published on 24 Jun 2024

Plant leaf disease recognition based on improved SinGAN and improved ResNet34

in AI in Food, Agriculture and Water

Jiaojiao Chen
Haiyang Hu
Jianping Yang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1414274

927 views

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Articles

Deep learning and explainable AI for classification of potato leaf diseases

Cyberinfrastructure for machine learning applications in agriculture: experiences, analysis, and vision

Enhancing Africa’s agriculture and food systems through responsible and gender inclusive AI innovation: insights from AI4AFS network

Phenology analysis for trait prediction using UAVs in a MAGIC rice population with different transplanting protocols

Exploring the potential of AI-driven food waste management strategies used in the hospitality industry for application in household settings

Dynamic-budget superpixel active learning for semantic segmentation

A hybrid deep learning-based approach for optimal genotype by environment selection

What is in a food store name? Leveraging large language models to enhance food environment data

Robust deep-learning based refrigerator food recognition

Real-time crop row detection using computer vision- application in agricultural robots

Large language models can help boost food production, but be mindful of their risks

Artificial intelligence and machine learning applications for cultured meat

Investigating the contribution of image time series observations to cauliflower harvest-readiness prediction

Bayesian model of tilling wheat confronting climatic and sustainability challenges

Deep learning models for the early detection of maize streak virus and maize lethal necrosis diseases in Tanzania

Plant leaf disease recognition based on improved SinGAN and improved ResNet34