Machine learning assisted annotation leveraging large data foundation models

• 主要作者: Tey, Chin Yi
• 其他作者: Lin Guosheng
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Machine learning; Data annotation; Semantic segmentation; Computer vision; Deep learning models
• 在線閱讀: https://hdl.handle.net/10356/175707
• 機構: Nanyang Technological University

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...