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

Introduction

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