Machine learning assisted annotation leveraging large data foundation models

• المؤلف الرئيسي: Tey, Chin Yi
• مؤلفون آخرون: Lin Guosheng
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Machine learning; Data annotation; Semantic segmentation; Computer vision; Deep learning models
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175707

This research paper explores the potential of machine learning-assisted annotation methods in streamlining the data annotation process, enhancing annotation quality, and unlocking the full potential of annotated datasets at a production level. The author investigates the use of various advanced mach...