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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Yong-Cai Ma

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2 papers indexed here

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Open access Aug 2026

REAL-TIME AND PRECISE DETECTION OF FIELD SOYBEAN RUST AND BACTERIAL SPOT BASED ON IMPROVED YOLOV11N

To overcome YOLOv11’s limitations in complex field environments, this paper proposed SDD-YOLOv11n, a lightweight real-time detector for soybean diseases. The model reconstructed the backbone using GhostConv to minimize redundancy and integrates a C3k2_Star module to enhance small lesion detection against background noi...

Tian-Li Wu, Yong-Cai Ma, Han Wang · 0 citations
Open access Aug 2026

ENAS-BASED YOLOv8 IMPROVEMENT WITH JOINT STRUCTURE AND LOSS SEARCH FOR CORN SEEDLING AND WEED DETECTION

Corn seedling and weed detection during the 2–5-leaf stage is essential for precision weeding, but similar morphology, field background interference, and the accuracy-efficiency trade-off limit the practical use of lightweight detectors. To address these problems, this study proposes Corn-Weed-ENAS, an improved YOLOv8-...

Jun-Nan Hu, Han-Yang Wang, Yong-Cai Ma et al. · 0 citations

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