Create realistic images and art from natural language descriptions with OpenAI's DALL·E 2.

DALL·E 2

DALL·E 2 can create original, realistic images and art from a text description. It can combine concepts, attributes, and styles.

DALL·E 2
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DALL·E 2
DALL·E 2 is a new AI system that can create realistic images and art from a description in natural language.
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DALL·E 2 can create original, realistic images and art from a text description. It can combine concepts, attributes, and styles.
DALL·E 2 can expand images beyond what's in the original canvas, creating expansive new compositions.
DALL·E 2 can make realistic edits to existing images from a natural language caption. It can add and remove elements while taking shadows, reflections, and textures into account.
DALL·E 2 can take an image and create different variations of it inspired by the original.
DALL·E 2 has learned the relationship between images and the text used to describe them. It uses a process called “diffusion,” which starts with a pattern of random dots and gradually alters that pattern towards an image when it recognizes specific aspects of that image.
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DALL·E 2 Explained 2:47
In January 2021, OpenAI introduced
DALL·E
. One year later, our newest system, DALL·E 2, generates more realistic and accurate images with 4x greater resolution.
DALL·E 1
DALL·E 2
a painting of a fox sitting in a field at sunrise in the style of Claude Monet”
DALL·E 2 is preferred over DALL·E 1 for its caption matching and photorealism when evaluators were asked to compare 1,000 image generations from each model.
71.7%
preferred for
caption matching
88.8%
preferred for
photorealism
View Research Paper
DALL·E 2 began as a research project and is now available in beta. Safety mitigations we have developed and continue to improve upon include:
Preventing Harmful Generations
We’ve limited the ability for DALL·E 2 to generate violent, hate, or adult images. By removing the most explicit content from the training data, we minimized DALL·E 2’s exposure to these concepts. We also used advanced techniques to prevent photorealistic generations of real individuals’ faces, including those of public figures.
Curbing Misuse
Our content policy does not allow users to generate violent, adult, or political content, among other categories. We won’t generate images if our filters identify text prompts and image uploads that may violate our policies. We also have automated and human monitoring systems to guard against misuse.
Phased Deployment Based on Learning
Learning from real-world use is an important part of developing and deploying AI responsibly. We began by previewing DALL·E 2 to a limited number of trusted users. As we learned more about the technology’s capabilities and limitations, and gained confidence in our safety systems, we slowly added more users and made DALL·E available in beta in July 2022.
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Content Policy
Risks and Limitations
Our hope is that DALL·E 2 will empower people to express themselves creatively. DALL·E 2 also helps us understand how advanced AI systems see and understand our world, which is critical to our mission of creating AI that benefits humanity.
Research Advancements
Aditya Ramesh, Prafulla Dhariwal, Alex Nichol, Casey Chu, Mark Chen
Engineering, Design, Product, and Prototyping
Jeff Belgum, Dave Cummings, Jonathan Gordon, Chris Hallacy, Shawn Jain, Joanne Jang, Fraser Kelton, Vishal Kuo, Joel Lehman, Rachel Lim, Bianca Martin, Evan Morikawa, Rajeev Nayak, Glenn Powell, Krijn Rijshouwer, David Schnurr, Maddie Simens, Kenneth Stanley, Felipe Such, Chelsea Voss, Justin Jay Wang
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Acknowledgments
Thanks to those who helped with and provided feedback on this release: Sandhini Agarwal, Sam Altman, Chester Cho, Peter Hoeschele, Jacob Jackson, Jong Wook Kim, Matt Knight, Jason Kwon, Anna Makanju, Katie Mayer, Bob McGrew, Luke Miller, Mira Murati, Adam Nace, Hyeonwoo Noh, Cullen O’Keefe, Long Ouyang, Michael Petrov, Henrique Ponde de Oliveira Pinto, Alec Radford, Girish Sastry, Pranav Shyam, Aravind Srinivas, Ilya Sutskever, Preston Tuggle, Arun Vijayvergiya, Peter Welinder
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DALL·E 2 is an AI system that can create realistic images and art from a description in natural language. This means it can take a text description, like “a painting of a fox sitting in a field at sunrise in the style of Claude Monet” and generate a picture that looks like it was painted by Monet. It can also take an existing image and create different variations of it. The images it creates are more realistic and accurate than those created by the previous version, DALL·E 1. To ensure that the system is used safely, OpenAI has put in place filters to prevent the generation of violent, hate, or adult content, as well as to stop users from misusing the system. DALL·E 2 is currently available in beta.

Dall·E 2 Is A New Ai System That Can Create Realistic Images And Art From A Description In Natural Language.

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ChatGPT is a powerful language model designed to generate and understand text. It is a chatbot, which means it can have conversations with people. It can answer questions and respond to commands that are given to it. To use ChatGPT, you must first enable cookies and JavaScript on your browser. Once these are enabled, you will be redirected to the chatbot's website where you can start talking to it. It is a free service, so anyone can access it without needing to pay for it. ChatGPT uses advanced artificial intelligence technology to understand what people are saying and generate appropriate responses.

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DeepL is a website that provides an online translator for text and documents. It can translate words, sentences, and entire documents from any language into another language. It is most popular for translating from Spanish to English, French to English, and Japanese to English. DeepL also supports other languages such as Bulgarian, Chinese, Czech, Danish, Dutch, Estonian, Finnish, German, Greek, Hungarian, Indonesian, Italian, Latvian, Lithuanian, Polish, Portuguese, Romanian, Russian, Slovak, Slovenian, Swedish, Turkish and Ukrainian. The website allows users to type in text to be translated or drag and drop Word (.docx) and PowerPoint (.pptx) files. DeepL provides accurate translations and has a free tier of services with the option to upgrade for more features.

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Figma is a design platform that helps teams create better products faster. It offers features such as brainstorming, prototyping, and design systems that help teams come up with ideas, design them, and test them out. FigJam is an online whiteboard for teams to brainstorm and collaborate on ideas. It also has features for designing processes and team meetings. Figma also has files and templates to help teams create designs faster, as well as plugins and widgets to extend what's possible. Finally, the company also offers events and livestreams with best practices, an education program, and user groups.

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Characters can be anything. Our breakthrough AI technology can bring all of your ideas to life.

CharacterAI

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Character.AI is a website that allows you to create characters and have conversations with them. It uses breakthrough AI technology to bring your ideas to life. The website is free to use, but you may need permission from the website owner to access it. If you are denied access, an error code will appear with details such as the Ray ID, country, data center, IP address and timestamp. You can then provide this information to the site owner. The website also provides feedback on whether or not it was helpful. Character.AI is a fun way to create characters and talk with them using advanced AI technology.

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