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September 22, 2026

หมวดหมู่บทความ
This study presents road asset detection in Thai highway panorama images using Transformer-Based YOLOX with a Feature Pyramid Network (FPN) Decoder, focusing on kilometer signs and kilometer stones. The model achieved 61.5 AP, outperforming YOLOv5L by 2.56% AP on the test-dev dataset.
iNFRA supported the Office of Transport and Traffic Policy and Planning (OTP) and The Transport Co., Ltd. (The Transport Co.) in promoting and introducing the NAMTANG navigation application to the public at Bangkok Bus Terminal (Chatuchak).