Zero-shot Object Detection Through Vision-Language Embedding Alignment

Johnathan Xie, Shuai Zheng

Recent approaches have shown that training deep neural networks directly on large-scale image-text pair collections enables zero-shot transfer on various recognition tasks. One cen…