Original Research

Accepted on 27 Nov 2024

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

Original Research

Accepted on 19 Nov 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

Original Research

Accepted on 11 Nov 2024

A HYBRID DEEP LEARNING-BASED APPROACH FOR OPTIMAL GENOTYPE BY ENVIRONMENT SELECTION A PREPRINT

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

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

624 views

Original Research

Accepted on 29 Oct 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

123 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

938 views

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

2,339 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

558 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

2,420 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

1,381 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

754 views

Original Research

Published on 14 May 2024

A convolutional neural network with image and numerical data to improve farming of edible crickets as a source of food—A decision support system

in AI in Food, Agriculture and Water

Henry Kyalo
Henri E. Z. Tonnang
James P. Egonyu
John Olukuru
Chrysantus M. Tanga
Kennedy Senagi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1403593

2,931 views

Review

Published on 25 Apr 2024

AI can empower agriculture for global food security: challenges and prospects in developing nations

in AI in Food, Agriculture and Water

Ali Ahmad
Anderson X. W. Liew
Francesca Venturini
Athanasios Kalogeras
Alessandro Candiani
Giacomo Di Benedetto
Segun Ajibola
Pedro Cartujo
Pablo Romero
Aspasia Lykoudi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1328530

6,339 views
3 citations

Original Research

Published on 29 Jan 2024

Intelligent weight prediction of cows based on semantic segmentation and back propagation neural network

in AI in Food, Agriculture and Water

Beibei Xu
Yifan Mao
Wensheng Wang
Guipeng Chen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1299169

2,720 views
1 citation

Brief Research Report

Published on 08 Dec 2023

Safer not to know? Shaping liability law and policy to incentivize adoption of predictive AI technologies in the food system

in AI in Food, Agriculture and Water

Carrie S. Alexander
Aaron Smith
Renata Ivanek

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1298604

2,489 views
1 citation

Editorial

Published on 28 Nov 2023

Editorial: Knowledge graph technologies: the next Frontier of the food, agriculture, and water domains

in AI in Food, Agriculture and Water

Catherine Roussey
Christophe Guéret
Marie-Angélique Laporte

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1319844

1,147 views

Navigation group

Articles

Cyberinfrastructure for Machine Learning Applications in Agriculture: Experiences, Analysis, and Vision

Robust Deep-Learning Based Refrigerator Food Recognition

A HYBRID DEEP LEARNING-BASED APPROACH FOR OPTIMAL GENOTYPE BY ENVIRONMENT SELECTION A PREPRINT

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

What is in a Food Store Name?: Leveraging Large Language Models to Enhance Food Environment Data

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

A convolutional neural network with image and numerical data to improve farming of edible crickets as a source of food—A decision support system

AI can empower agriculture for global food security: challenges and prospects in developing nations

Intelligent weight prediction of cows based on semantic segmentation and back propagation neural network

Safer not to know? Shaping liability law and policy to incentivize adoption of predictive AI technologies in the food system

Editorial: Knowledge graph technologies: the next Frontier of the food, agriculture, and water domains