DALL-E 2's training data has been cleaned up to remove the most explicit content. OpenAI has been developing safety mitigations. When DALL-E 2 entered private beta, one reason not just anyone could use the AI was concerns about harmful content. For example, what if you wanted to add a corgi to the scene on the left? You can describe where you want it located, such as in the painting of a man (right). You can change the location of requested objects, add or remove elements, and adjust shadows, reflections, colors, textures, and more.ĭALL-E 2 allows users to edit the results. Once DALL-E 2 has created an image from a text prompt, you can edit the results. The system uses a process called 'diffusion.' With diffusion, DALL-E starts with a pattern of random dots and gradually changes the pattern of dots toward an image 'when it recognizes specific aspects of that image.' According to research, nearly 72% of respondents preferred DALL-E 2's caption matching and about 89% preferred it for its photorealism.ĭALL-E 2 works because it has learned how descriptive text relates to images. Compared to the original iteration, DALL-E 2 promises more realism and accuracy, plus four times greater resolution. It's the successor to the original DALL-E that OpenAI released in 2021. DALL-E generates more realistic, accurate results with four times the resolution of the original DALL-E. 'A painting of a fox sitting in a field at sunrise in the style of Claude Monet.' DALL-E 1 (left) vs DALL-E 2 (right).

For example, if you typed 'a painting of a fox sitting in a field at sunrise in the style of Claude Monet,' that's what DALL-E 2 would generate. In case you aren't familiar with DALL-E, it's an AI system that generates realistic images and art from a natural language text description. It's worth noting that the number of images generated by each prompt is 'approximate.' If those aren't enough credits, OpenAI sells additional credits in 115-generation increments for $15. You can also edit or create a variation prompt, which returns three additional images. Each DALL-E prompt generation requires one credit and delivers four images.

Each subsequent month, the free credit allocation drops to 15. During the first month, users will receive 50 free credits. If you're invited into the public beta test, you'll be able to create with DALL-E using free credits that refill each month.

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