Dataset · Hugging Face

LouisM2001/donut

Name: donut
Creator: LouisM2001
License: mit
Keywords: task_categories:other, language:en, license:mit, size_categories:10K<n<100K, library:webdataset, arxiv:2604.22334, region:us, topology, geometric deep-learning, point clouds, webdataset

DONUT (Dataset Of MaNifold strUcTures) This repository contains a dataset of 3D samples made of watertight meshes and corresponding point clouds. Each sample is composed of one or several watertight mesh components and one 8192-point cloud representation. The dataset contains 29,517 samples in total (23,579 train, 5,938 test), stored in WebDataset format. Overview The figure below shows a few samples from the dataset together with their labels.… See the full description on the dataset page: https://huggingface.co/datasets/LouisM2001/donut.

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Author / organization	LouisM2001
License (as declared)	mit
Downloads	278 (as reported by Hugging Face)
Likes	0
Created	26 March 2026
Last updated at source	2 October 2026

topologygeometric deep-learningpoint cloudswebdataset

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