Original Research
Accepted on 30 Dec 2025
Precision Cotton Disease Detection via Transformer Models Applied to Leaf Imagery
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
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90 articles
articles
Original Research
Accepted on 29 Dec 2025
Orchestrating segment anything models to accelerate segmentation annotation on agricultural image datasets
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
Original Research
Accepted on 22 Dec 2025
LeafSightX: Multi-Head Attention-Driven DenseNet201 and InceptionV3 Feature Fusion for Enhanced Accuracy and Transparent Apple Leaf Disease Detection
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
- 212 views
Original Research
Published on 04 Dec 2025
Forecasting global monthly cotton prices: the superiority of NNAR models over traditional models
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1628744
- 969 views
Original Research
Accepted on 03 Dec 2025
PLBCNN: Two-Stage Convolutional Neural Networks for Effective Potato Leaf Disease Identification and Classification
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
- 339 views
Editorial
Published on 25 Nov 2025
Editorial: Semantics and natural language processing in agriculture
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1718114
- 677 views
Correction
Published on 25 Nov 2025
Correction: Phenology analysis for trait prediction using UAVs in a MAGIC rice population with different transplanting protocols
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1725594
- 511 views
Brief Research Report
Published on 26 Sep 2025
Fluorescent marker prediction for non-invasive optical imaging in bovine satellite cells using deep learning
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1577027
- 1,731 views
Mini Review
Published on 23 Sep 2025
Data quality challenges of AIGC application in smart agriculture
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1640805
- 2,052 views
Review
Published on 17 Sep 2025
A bibliometric review of deep learning in crop monitoring: trends, challenges, and future perspectives
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1636898
- 3,938 views
Original Research
Published on 22 Aug 2025
Dairy DigiD: a keypoint-based deep learning system for classifying dairy cattle by physiological and reproductive status
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1545247
- 2,902 views
Original Research
Published on 12 Aug 2025
Enhanced plant disease classification with attention-based convolutional neural network using squeeze and excitation mechanism
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1640549
- 3,504 views
- 1 citation
Original Research
Published on 12 Aug 2025
Enhancing AI microscopy for foodborne bacterial classification using adversarial domain adaptation to address optical and biological variability
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1632344
- 1,863 views
- 1 citation
Original Research
Published on 06 Aug 2025
Enhancing detection of common bean diseases using Fast Gradient Sign Method–trained Vision Transformers
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1643582
- 1,898 views
Original Research
Published on 13 May 2025
Deep learning classification of drainage crossings based on high-resolution DEM-derived geomorphological information
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1561281
- 2,169 views
Original Research
Published on 26 Mar 2025
MoSViT: a lightweight vision transformer framework for efficient disease detection via precision attention mechanism
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1498025
- 2,623 views
- 4 citations
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
Frontiers in Artificial Intelligence
doi 10.3389/frai.2024.1449329
- 7,837 views
- 11 citations
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
Frontiers in Artificial Intelligence
doi 10.3389/frai.2024.1496066
- 6,371 views
- 5 citations
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
Frontiers in Artificial Intelligence
doi 10.3389/frai.2024.1472236
- 6,272 views
- 17 citations
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
Frontiers in Artificial Intelligence
doi 10.3389/frai.2024.1429477
- 21,186 views
- 10 citations
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
Frontiers in Artificial Intelligence
doi 10.3389/frai.2024.1477637
- 2,324 views
Original Research
Published on 09 Jan 2025
Dynamic-budget superpixel active learning for semantic segmentation
in AI in Food, Agriculture and Water
Frontiers in Artificial Intelligence
doi 10.3389/frai.2024.1498956
- 3,160 views
- 1 citation
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
Frontiers in Artificial Intelligence
doi 10.3389/frai.2024.1312115
- 2,465 views
- 2 citations
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
Frontiers in Artificial Intelligence
doi 10.3389/frai.2024.1476950
- 2,591 views