Zero-shot Object Detection Based on Dynamic Semantic Vectors
Haoyu Li,Jilin Mei,Jiancong Zhou,Yu Hu,Haoyu Li,Jilin Mei,Jiancong Zhou,Yu Hu
Zero-shot object detection has shown its ability to overcome the problems of data scarcity and novel classes. Existing methods generally utilize static semantic vectors to classify objects and guide the network to map visual features to semantic vectors. However, the distribution of semantic vectors cannot adequately represent visual features, which makes migration from seen to unseen classes diff...
