--- title: COCONut: A High-Quality, Large-Scale Dataset for... description: COCONut is a novel, large-scale universal segmentation dataset proposed to modernize COCO. It features human-verified mask labels for 383K images. The dataset... canonical: https://daily.dev/posts/coconut-a-high-quality-large-scale-dataset-for-next-gen-segmentation-models-j7a12xk0m twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: COCONut: A High-Quality, Large-Scale Dataset for Next-Gen Segmentation Models | daily.dev og:description: COCONut is a novel, large-scale universal segmentation dataset proposed to modernize COCO. It features human-verified mask labels for 383K images. The dataset... og:url: https://daily.dev/posts/coconut-a-high-quality-large-scale-dataset-for-next-gen-segmentation-models-j7a12xk0m og:image: https://api.daily.dev/og/posts/j7A12Xk0M.png og:image:alt: COCONut: A High-Quality, Large-Scale Dataset for Next-Gen Segmentation Models 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. # COCONut: A High-Quality, Large-Scale Dataset for Next-Gen Segmentation Models **[Machine Learning News](https://daily.dev/sources/mlnews)** · 4 min read · 4 upvotes · 0 comments ## Summary COCONut is a novel, large-scale universal segmentation dataset proposed to modernize COCO. It features human-verified mask labels for 383K images. The dataset is created through an innovative assisted-manual annotation pipeline leveraging neural networks. The size of COCONut varies from COCONut-S (118K images) to COCONut-L (358K images with 4.75M masks). ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#computer-vision](https://daily.dev/tags/computer-vision), [#neural-networks](https://daily.dev/tags/neural-networks), [#segmentation](https://daily.dev/tags/segmentation) [View this post on daily.dev](https://daily.dev/posts/coconut-a-high-quality-large-scale-dataset-for-next-gen-segmentation-models-j7a12xk0m) ```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":"COCONut: A High-Quality, Large-Scale Dataset for Next-Gen Segmentation Models","url":"https://daily.dev/posts/coconut-a-high-quality-large-scale-dataset-for-next-gen-segmentation-models-j7a12xk0m","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/coconut-a-high-quality-large-scale-dataset-for-next-gen-segmentation-models-j7a12xk0m"},"datePublished":"2024-04-22T01:01:52.998Z","dateModified":"2024-05-09T09:09:48.658Z","description":"COCONut is a novel, large-scale universal segmentation dataset proposed to modernize COCO. 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