GLIP: Introducing Language-Image Pre-Training to Object Detection

Paper Summary: Grounded Language-Image Pre-training

Today we will dive into a paper that builds upon the great success of CLIP in language-image pre-training and extends it to the task of object detection: GLIP — Grounded Language-Image Pre-training. We will cover the key concepts and findings of the paper and make them easy to understand by providing further context and adding annotations to images and experiment results. Let’s go!

Paper: Grounded Language-Image Pre-training

Code: https://github.com/microsoft/GLIP …

computer vision deep learning foundation-models object-detection representation learning