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Add Combinatorial 3D Shape Dataset
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jungtaekkim committed Jan 22, 2021
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Expand Up @@ -128,6 +128,12 @@ This work introduce ScanObjectNN, a new real-world point cloud object dataset ba
<p align="center"><img width="50%" src="https://raw.githubusercontent.com/AutodeskAILab/Fusion360GalleryDataset/master/docs/images/reconstruction_teaser.jpg" />
<img width="50%" src="https://raw.githubusercontent.com/AutodeskAILab/Fusion360GalleryDataset/master/docs/images/segmentation_example.jpg" /></p>

<b>Combinatorial 3D Shape Dataset (2020)</b> [[Link]](https://github.com/POSTECH-CVLab/Combinatorial-3D-Shape-Generation)[[Paper]](https://arxiv.org/abs/2004.07414)
<br>[Combinatorial 3D Shape Dataset](https://github.com/POSTECH-CVLab/Combinatorial-3D-Shape-Generation) is composed of 406 instances of 14 classes. Each object in our dataset is considered equivalent to a sequence of primitive placement. Compared to other 3D object datasets, our proposed dataset contains an assembling sequence of unit primitives. It implies that we can quickly obtain a sequential generation process that is a human assembling mechanism. Furthermore, we can sample valid random sequences from a given combinatorial shape after validating the sampled sequences. To sum up, the characteristics of our combinatorial 3D shape dataset are (i) combinatorial, (ii) sequential, (iii) decomposable, and (iv) manipulable.
<p align="center">
<img width="50%" src="imgs/combinatorial_3d_shape_dataset.png" />
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<a name="3d_scenes" />

### 3D Scenes
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