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September 24, 2026

หมวดหมู่บทความ
B-Innovation provided knowledge transfer and practical demonstrations on the DJI Matrice 4E RTK unmanned aerial vehicle for personnel of Chon Buri Highway District 2. The training covered flight planning, RTK applications, surveying, mapping, and aerial photography to support data collection and highway management.
This research presents YOL026-RD, a network for detecting road surface damage from survey imagery. It incorporates Learnable Contrast Enhancement and Edge-Guided Downsampling to improve the detection of small-scale damage and preserve image details during processing.