Small-object detection and its applications

• 主要作者: Ho, Yong Xian
• 其他作者: Cuong Dang
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Engineering; Small object detection; YOLO; Deep learning; Faster R-CNN; Autonomous vehicles; Neural networks; Slicing aided hyper inference
• 在線閱讀: https://hdl.handle.net/10356/176733

Small-object detection is a crucial task in computer vision with numerous applications ranging from medical imaging to autonomous driving. This report explores the efficacy of YOLOv8.1, a state-of-the-art single-stage object detector, specifically focusing on its capabilities in detecting small obje...