--- title: The Future of Human Image Animation is Here: A Deep Dive... description: Champ is a novel approach to human image animation that combines the SMPL model and latent diffusion techniques to create realistic animations. The SMPL model... canonical: https://daily.dev/posts/the-future-of-human-image-animation-is-here-a-deep-dive-into-champ-s-technology-uyk1lo21o twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: The Future of Human Image Animation is Here: A Deep Dive into Champ’s Technology | daily.dev og:description: Champ is a novel approach to human image animation that combines the SMPL model and latent diffusion techniques to create realistic animations. The SMPL model... og:url: https://daily.dev/posts/the-future-of-human-image-animation-is-here-a-deep-dive-into-champ-s-technology-uyk1lo21o og:image: https://api.daily.dev/og/posts/uYK1lO21O.png og:image:alt: The Future of Human Image Animation is Here: A Deep Dive into Champ’s Technology 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. # The Future of Human Image Animation is Here: A Deep Dive into Champ’s Technology **[GoPenAI](https://daily.dev/sources/gopenai)** · 10 min read · 2 upvotes · 0 comments ## Summary Champ is a novel approach to human image animation that combines the SMPL model and latent diffusion techniques to create realistic animations. The SMPL model allows for precise body shape matching, while the latent diffusion model adds details and movement to the animation. The training process involves learning from images and adding motion for videos, and the inference process aligns motion sequences to the reference image. Future refinements include improving facial and hand modeling, optimizing computational efficiency, and enhancing user control and expressivity. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#deep-learning](https://daily.dev/tags/deep-learning), [#computer-vision](https://daily.dev/tags/computer-vision) [View this post on daily.dev](https://daily.dev/posts/the-future-of-human-image-animation-is-here-a-deep-dive-into-champ-s-technology-uyk1lo21o) ```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":"The Future of Human Image Animation is Here: A Deep Dive into Champ’s Technology","url":"https://daily.dev/posts/the-future-of-human-image-animation-is-here-a-deep-dive-into-champ-s-technology-uyk1lo21o","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/the-future-of-human-image-animation-is-here-a-deep-dive-into-champ-s-technology-uyk1lo21o"},"datePublished":"2024-05-09T14:42:25.268Z","dateModified":"2024-05-09T14:42:24.301Z","description":"Champ is a novel approach to human image animation that combines the SMPL model and latent diffusion techniques to create realistic animations. 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