Contrastive knowledge transfer from CLIP for open vocabulary object detection

• المؤلف الرئيسي: Zhang, Chuhan
• مؤلفون آخرون: Hanwang Zhang
• التنسيق: Thesis-Master by Research
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/172024
• المؤسسة: 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...