IEEE

WEA-DINO: An Improved DINO With Word Embedding Alignment for Remote Scene Zero-Shot Object Detection

Abstract: Remote sensing scene zero-shot object detection (ZSD) aims to detect and recognize both seen and unseen categories of landscape elements with the guidance of the word embeddings. In this ...
IEEE

DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-training via Word-Region Alignment

Abstract: This paper presents DetCLIPv2, an efficient and scalable training framework that incorporates large-scale imagetext pairs to achieve open-vocabulary object detection (OVD). Unlike previous ...