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+ ---
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+ title: ShapeNet
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+ ---
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+ We are now using [HuggingFace](https://huggingface.co/ShapeNet) to distribute ShapeNet data. Request access in the specific ShapeNet dataset repositories. Make sure to carefully fill out the information required in the access request form.
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+ **ShapeNetCore** is a subset of the full ShapeNet dataset with single clean 3D models and manually verified category and alignment annotations. It covers 55 common object categories with about 51,300 unique 3D models. The 12 object categories of PASCAL 3D+, a popular computer vision 3D benchmark dataset, are all covered by ShapeNetCore. You can get an archive of the v1 release from this [LINK](https://huggingface.co/datasets/ShapeNet/ShapeNetCore-archive/blob/main/ShapeNetCore.v1.zip) (30.3GB). See [v1 README.txt](https://shapenet.org/resources/releases/shapenetcore/v1/README.txt) for details. There is also a newer v2 release of ShapeNetCore with improved quality of model geometry and fixed issues relating to materials and textures: [HERE](https://huggingface.co/datasets/ShapeNet/ShapeNetCore-archive/blob/main/ShapeNetCore.v2.zip) (~25GB). This package provides improved .obj+.mtl format model data that replaces the .obj+.mtl data in ShapeNetCore.v1, and is part of an upcoming public data release. See [v2 README.txt](https://shapenet.org/resources/releases/shapenetcore/v2/README.txt) for details.
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+ **ShapeNetSem** is a smaller, more densely annotated subset consisting of 12,000 models spread over a broader set of 270 categories. In addition to manually verified category labels and consistent alignments, these models are annotated with real-world dimensions, estimates of their material composition at the category level, and estimates of their total volume and weight. You should be able to download all the v0 release data [HERE](https://huggingface.co/datasets/ShapeNet/ShapeNetSem-archive/blob/main/ShapeNetSem.zip) (~12GB). See [ShapeNetSem v0 README.txt](https://shapenet.org/resources/releases/shapenetsem/v0/README.txt) for details.
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+ Training, validation and test splits for ShapeNetCore are available in CSV format: [HERE](http://shapenet.cs.stanford.edu/shapenet/obj-zip/SHREC16/all.csv). For more information on the format see the evaluation details at [HERE](https://shapenet.org/shrec16)
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+ In case it would be helpful to you, we have open sourced a model viewing and rendering framework: [HERE](https://github.com/ShapeNet/shapenet-viewer).
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+ Please be mindful of the [terms of use](./TERMS.md) and especially the restrictions on redistributing this data due to copyright
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+ concerns.
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+ We appreciate any feedback on the dataset. If you use ShapeNet data, please cite the [main ShapeNet technical report](http://arxiv.org/abs/1512.03012) and any other relevant ShapeNet publications.
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+ The ShapeNet team
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+ After registering for a ShapeNet account, you will be considered for account approval and privilege elevation by an administrator. After approval, you (the "Researcher") receive permission to use the **ShapeNet database** (the "Database") at **Princeton University and Stanford University**. In exchange for being able to join the ShapeNet community and receive such permission, Researcher hereby agrees to the following terms and conditions:
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+ 1. Researcher shall use the Database only for non-commercial research and educational purposes.
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+ 1. Princeton University and Stanford University make no representations or warranties regarding the Database, including but not limited to warranties of non-infringement or fitness for a particular purpose.
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+ 1. Researcher accepts full responsibility for his or her use of the Database and shall defend and indemnify Princeton University and Stanford University, including their employees, Trustees, officers and agents, against any and all claims arising from Researcher's use of the Database, including but not limited to Researcher's use of any copies of copyrighted 3D models that he or she may create from the Database.
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+ 1. Researcher may provide research associates and colleagues with access to the Database provided that they first agree to be bound by these terms and conditions.
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+ 1. Princeton University and Stanford University reserve the right to terminate Researcher's access to the Database at any time.
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+ 1. If Researcher is employed by a for-profit, commercial entity, Researcher's employer shall also be bound by these terms and conditions, and Researcher hereby represents that he or she is fully authorized to enter into this agreement on behalf of such employer.
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+ 1. The law of the State of New Jersey shall apply to all disputes under this agreement.