GitHub

LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models

This is the official PyTorch implementation of LLMDet. Recent open-vocabulary detectors achieve promising performance with abundant region-level annotated data. In this work, we show that an ...
IEEE

Adaptive Knowledge Distillation With Attention-Based Multi-Modal Fusion for Robust Dim Object Detection

Abstract: Automated object detection in aerial images is crucial in both civil and military applications. Existing computer vision-based object detection methods are not robust enough to precisely ...
IEEE

Hierarchical Graph Interaction Transformer With Dynamic Token Clustering for Camouflaged Object Detection

Abstract: Camouflaged object detection (COD) aims to identify the objects that seamlessly blend into the surrounding backgrounds. Due to the intrinsic similarity between the camouflaged objects and ...