ORIGINAL RESEARCH
Accepted on 21 Nov 2025
- Frontiers in Plant Science
- Sustainable and Intelligent Phytoprotection
- Research Topics
- Smart Plant Pest and Disease Detection Machinery and Technology: Innovations for Sustainable Agriculture
Smart Plant Pest and Disease Detection Machinery and Technology: Innovations for Sustainable Agriculture
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Articles
ORIGINAL RESEARCH
Accepted on 18 Nov 2025
ViTKAB: An Efficient Deep Learning Network for Cotton Leaf Disease Identification
ORIGINAL RESEARCH
Published on 14 Nov 2025
VitiForge: a new procedural pipeline approach for grapevine disease identification under data scarcity
doi 10.3389/fpls.2025.1706973
- 935 views
ORIGINAL RESEARCH
Published on 13 Nov 2025
Object detection algorithm for eggs of Pomacea canaliculata in a paddy field environment
doi 10.3389/fpls.2025.1683763
- 565 views
ORIGINAL RESEARCH
Accepted on 10 Nov 2025
ENet-CAEM: A Field Strawberry Disease Identification Model Based on Improved EfficientNetB0 and Multiscale Attention Mechanism
- 135 views
ORIGINAL RESEARCH
Accepted on 05 Nov 2025
ADAPTIVE PREPROCESSING AND CASCADED CANNY EDGE SEGMENTATION FOR CASSAVA DISEASE IDENTIFICATION USING HYPERCAPSINCEPTION-RESNET-V2-CNN
ORIGINAL RESEARCH
Published on 30 Oct 2025
LW-PWDNet: a lightweight and cross-terrain adaptive framework for early pine wilt disease detection
doi 10.3389/fpls.2025.1687742
- 865 views
ORIGINAL RESEARCH
Published on 29 Oct 2025
Real-time detection method for Litchi diseases and pests based on improved YOLOv5s
doi 10.3389/fpls.2025.1686997
- 735 views
ORIGINAL RESEARCH
Published on 16 Oct 2025
RTCB: an integrated deep learning model for garlic leaf disease identification
doi 10.3389/fpls.2025.1687300
- 785 views
ORIGINAL RESEARCH
Published on 09 Oct 2025
A counting method of whiteflies on crop leave images captured by AR glasses based on segmentation and improved YOLOv11 models
doi 10.3389/fpls.2025.1687282
- 1,030 views
ORIGINAL RESEARCH
Published on 02 Oct 2025
ADQ-YOLOv8m: a precise detection model of sugarcane disease in complex environment
doi 10.3389/fpls.2025.1669825
- 1,239 views
ORIGINAL RESEARCH
Published on 29 Sep 2025
Soft prompt-tuning for plant pest and disease classification from colloquial descriptions
doi 10.3389/fpls.2025.1668642
- 1,155 views
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