Contrastive knowledge transfer from CLIP for open vocabulary object detection

• 主要作者: Zhang, Chuhan
• 其他作者: Hanwang Zhang
• 格式: Thesis-Master by Research
• 語言: English
• 出版: Nanyang Technological University 2023
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• 在線閱讀: https://hdl.handle.net/10356/172024
• 機構: Nanyang Technological University

Object detection has made remarkable progress in recent years. While in real-world scenarios, a model is expected to generalize to novel objects that it never explicitly trained on. Though pre-trained vision language model has shown powerful results in zero-shot classification task, adapting it to d...