CLIP: Bridging Text and Image in AI Art(AI Painting Creation Intro Course 10)

Explore CLIP, OpenAI's 2021 algorithm, bridging text and images in AI. Learn how it enhances AI drawing models and multimodal tasks with cross-modal retrieval.

Welcome to the "AI Painting Creation Intro Course" Series

Table of Contents

Today, we’ll learn about the CLIP algorithm, introduced by OpenAI in 2021.

In AI drawing, CLIP helps the model understand prompts by encoding them into a “language” the model can process.

But CLIP wasn’t originally designed to help AI drawing models understand prompts. It was created to connect image and text modalities.

Now, with the rise of AIGC technology, CLIP has become valuable in AI drawing, multimodal models, and more.

In this session, we’ll explore the secrets behind the CLIP algorithm!

Understanding CLIP is key to knowing why prompts can control the content generated by AI drawing.

When designing your own AI drawing model, you can choose the best CLIP models or their variants to get better results.