Vikhyat Agarwal

Object-Centric Data Synthesis for Category-level Object Detection (Student Abstract)

Deep learning approaches to object detection have achieved reliable detection of specific object classes in images. However, extending a model’s detection capability to new object classes requires large amounts of annotated training data, which is costly and time-consuming to acquire, especially for