DALL·E 2

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#3

DALL·E 2 is an advanced artificial intelligence system that is able to generate realistic images and art based on natural language descriptions. It can combine various concepts, attributes, and styles to create original compositions, and is also able to make realistic edits to existing images based on a natural language caption. In addition, DALL·E 2 can create variations of an existing image by using a process called "diffusion", which involves gradually altering a pattern of random dots towards the desired image. This powerful AI system has learned the relationship between images and the text used to describe them, making it a unique and innovative tool for creating and manipulating images.

Highlights

DALL·E 2 Generates Realistic Images from Natural Language
DALL·E 2 is an AI system that can create realistic images and art from a description in natural language.
Higher Resolution and Realism with DALL·E 2
DALL·E 2 generates images with 4x greater resolution and is preferred over DALL·E 1 by evaluators for caption matching and photorealism.
Outpainting and Editing Capabilities
DALL·E 2 can expand images beyond the original canvas, outpaint, and realistically edit existing images from a natural language caption.
Variations and Combinations
DALL·E 2 can take an image and create different variations inspired by the original, as well as combine concepts, attributes, and styles.
Preventing Harmful Generations
DALL·E 2's exposure to violent, hate, or adult images is limited by removing explicit content from the training data and using advanced techniques to prevent photorealistic generations of real individuals' faces.
Curb Against Misuse
DALL·E 2's content policy does not allow users to generate violent, adult, or political content, among other categories.
Phased Deployment Based on Learning
DALL·E 2 was previewed to a limited number of trusted users before slowly adding more users and becoming available in beta.
Acknowledgments
A list of people who contributed to the research, engineering, design, product, prototyping, comms, policy, legal, ops, safety, and security aspects of DALL·E 2.
Try DALL·E
A quick link to try DALL·E for image generation and follow on Instagram.
Hierarchical Text-Conditional Image Generation with CLIP Latents
A related research article about hierarchical text-conditional image generation.
DALL·E: Creating Images from Text
A related research article introducing DALL·E.
CLIP: Connecting Text and Images
A related research article about CLIP, which connects text and images.

#DALLE2

#AI

#AIArt

#ImageGeneration

#ImageManipulation

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