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In 2016, Reed, Akata, Yan et al. became the first to use generative adversarial networks for the text-to-image task. [5] [7] With models trained on narrow, domain-specific datasets, they were able to generate "visually plausible" images of birds and flowers from text captions like "an all black bird with a distinct thick, rounded bill".
One of a caption's primary purposes is to identify the subject of the picture. Make sure your caption does that, without leaving readers to wonder what the subject of the picture might be. Be as unambiguous as practical in identifying the subject. What the picture is is important, too. If the image to be captioned is a painting, an editor can ...
Diagram of the latent diffusion architecture used by Stable Diffusion The denoising process used by Stable Diffusion. The model generates images by iteratively denoising random noise until a configured number of steps have been reached, guided by the CLIP text encoder pretrained on concepts along with the attention mechanism, resulting in the desired image depicting a representation of the ...
In 2006, the website caption.me [14] (then captioncompetition.co.uk) was founded, featuring user-submitted photos and captions. The New Yorker magazine, noting the popularity of its cartoon caption contest, has created a caption contest board game [ 15 ] and issued a book with the most interesting cartoons and winning captions as well as ...
Latest on the fire fight. A series of blazes ripped through the Los Angeles area starting on Jan. 7. Hurricane-like winds initially propelled flames and embers through neighborhoods. The blazes ...
(The Center Square) – A public policy think tank this week released a tool that provides debt and spending insights for state and local governments and it doesn’t paint a pretty picture of ...
The winning kick came after Notre Dame's Christian Gray intercepted Penn State's Drew Allar with 33 seconds to go in PSU territory. Notre Dame got the ball back with 2:27 to go and had a chance to ...
This is an accepted version of this page This is the latest accepted revision, reviewed on 19 January 2025. American social media platform Pinterest, Inc. Logo used since 2017 Screenshot The default page shown to logged-out users (the background montage images are variable) Type of business Public Type of site Social media service Traded as NYSE: PINS (Class A) Russell 1000 component Founded ...