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AtlasNet
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AtlasNet

This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.

by ThibaultGROUEIX · GitHub
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3d3d-deep-learningcomputer-visionMITPython
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In plain words

Generate 3D shapes from simple outlines using a learning model that understands surface structures.

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2026-07-202026-08-31
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📄 About

This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.

AtlasNet has 724 stars on GitHub. It has been forked 122 times. AtlasNet is written mainly in Python. It has been in active development since 2018. AtlasNet is available under the MIT license. Its main topics are 3d, 3d-deep-learning, computer-vision, cvpr2018.

Frequently asked questions

What is AtlasNet?

This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.

Is AtlasNet open source?

AtlasNet is an open-source project. It is released under the MIT license.

Is AtlasNet free?

Yes. AtlasNet is free and open source — you can use, modify and self-host it.

What license does AtlasNet use?

AtlasNet is available under the MIT license.

What language is AtlasNet written in?

AtlasNet is written mainly in Python.

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