--- title: Image generation with diffusion models using Keras and... description: This post explores the use of diffusion models in image generation, comparing them to GANs and explaining the forward noising and backward denoising processes.... canonical: https://daily.dev/posts/image-generation-with-diffusion-models-using-keras-and-tensorflow-oueszmw1a twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Image generation with diffusion models using Keras and TensorFlow | daily.dev og:description: This post explores the use of diffusion models in image generation, comparing them to GANs and explaining the forward noising and backward denoising processes.... og:url: https://daily.dev/posts/image-generation-with-diffusion-models-using-keras-and-tensorflow-oueszmw1a og:image: https://api.daily.dev/og/posts/oueSZmW1A.png og:image:alt: Image generation with diffusion models using Keras and TensorFlow og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Image generation with diffusion models using Keras and TensorFlow **[Towards Data Science](https://daily.dev/sources/tds)** · 7 min read · 0 upvotes · 0 comments ## Summary This post explores the use of diffusion models in image generation, comparing them to GANs and explaining the forward noising and backward denoising processes. It also provides code examples for creating a diffusion model using Keras and TensorFlow. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#genai](https://daily.dev/tags/genai), [#tensorflow](https://daily.dev/tags/tensorflow), [#keras](https://daily.dev/tags/keras), [#diffusion-models](https://daily.dev/tags/diffusion-models) [View this post on daily.dev](https://daily.dev/posts/image-generation-with-diffusion-models-using-keras-and-tensorflow-oueszmw1a) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Image generation with diffusion models using Keras and TensorFlow","url":"https://daily.dev/posts/image-generation-with-diffusion-models-using-keras-and-tensorflow-oueszmw1a","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/image-generation-with-diffusion-models-using-keras-and-tensorflow-oueszmw1a"},"datePublished":"2024-03-22T15:07:12.075Z","dateModified":"2024-05-09T08:29:02.242Z","description":"This post explores the use of diffusion models in image generation, comparing them to GANs and explaining the forward noising and backward denoising processes....","image":"https://miro.medium.com/v2/da:true/resize:fit:256/1*twkkW7oeokoKlGWIK0vuPg.gif","thumbnailUrl":"https://miro.medium.com/v2/da:true/resize:fit:256/1*twkkW7oeokoKlGWIK0vuPg.gif","isAccessibleForFree":true,"articleSection":"Towards Data Science","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Towards Data Science","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/tds","url":"https://daily.dev/sources/tds"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/image-generation-with-diffusion-models-using-keras-and-tensorflow-oueszmw1a","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,genai,tensorflow,keras,diffusion-models","timeRequired":"PT7M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Towards Data Science","item":"https://daily.dev/sources/tds"},{"@type":"ListItem","position":3,"name":"Image generation with diffusion models using Keras and TensorFlow"}]} ```