On Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

Very recommendable! Great work by Google research!

[2205.11487] Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

DALL·E: Creating Images from Text

Recommendable! The latest in text-to-image synthesis!

"DALL·E is a 12-billion parameter version of GPT-3 trained to generate images from text descriptions, using a dataset of text–image pairs. We’ve found that it has a diverse set of capabilities, including creating anthropomorphized versions of animals and objects, combining unrelated concepts in plausible ways, rendering text, and applying transformations to existing images. ..."

DALL·E: Creating Images from Text We’ve trained a neural network called DALL·E that creates images from text captions for a wide range of concepts expressible in natural language.

OpenAI debuts DALL-E for generating images from text

Recommendable! Text to image synthesis! Multimodal machine learning is imminent!

"... Tests OpenAI shared today appear to demonstrate that DALL-E has the ability to manipulate and rearrange objects in generated imagery and also create things that don’t exist, like a cube with the texture of a porcupine or a cube of clouds. Based on text prompts, images generated by DALL-E can appear as if they were taken from the real world or can depict works of art. ..."

"... We’ve found that it has a diverse set of capabilities, including creating anthropomorphized versions of animals and objects, combining unrelated concepts in plausible ways, rendering text, and applying transformations to existing images. ..."

OpenAI debuts DALL-E for generating images from text | VentureBeat

Here is the link to the respective OpenAI blog post:

DALL·E: Creating Images from Text We’ve trained a neural network called DALL·E that creates images from text captions for a wide range of concepts expressible in natural language