The Inside View cover image

5. Charlie Snell on DALL-E and CLIP

The Inside View

CHAPTER

Is There a Transition About Clip?

Clip takes in a bunch of images paired with their text prompts or there's a big data set of images and text prompt pairs. And clip basically learns an encoder to encode each image an image into a vector and the text into a vector. Its goal is to sort of like make it so that the image and the text corresponding to a given image those the vectors sort of a line. You want the text prompts that don't match with an image to like disalign.

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