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Open-Vocabulary One-Stage Detection with Hierarchical Visual-Language Knowledge Distillation

Introduction

<!-- ![demo image](intro.jpg) --> <img src="intro.jpg" width="800" height="600">

Installation

Install Pytorch 1.7+

conda install -c pytorch pytorch torchvision

Follow the official instruction to install the MMdetection

https://github.com/open-mmlab/mmdetection

Install the CLIP requirement

pip install ftfy regex tqdm

Data Prepare