Small-object detection and its applications

• المؤلف الرئيسي: Ho, Yong Xian
• مؤلفون آخرون: Cuong Dang
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Engineering; Small object detection; YOLO; Deep learning; Faster R-CNN; Autonomous vehicles; Neural networks; Slicing aided hyper inference
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/176733
• المؤسسة: Nanyang Technological University

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...