---
title: "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
source_url: https://www.marktechpost.com/2024/04/21/coconut-a-high-quality-large-scale-dataset-for-next-gen-segmentation-models/
type: article
source: "Machine Learning News"
published: 2024-04-22T01:01:52.998Z
updated: 2024-05-09T09:09:48.658Z
tags: ["computer-vision", "neural-networks", "segmentation"]
reading_time: 4
upvotes: 4
comments: 0
language: en
---

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# 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: <https://www.marktechpost.com/2024/04/21/coconut-a-high-quality-large-scale-dataset-for-next-gen-segmentation-models/>

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---

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)