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1. Mask3D Mask3D Public

   Mask3D predicts accurate 3D semantic instances achieving state-of-the-art on ScanNet, ScanNet200, S3DIS and STPLS3D.

   Python 545 110

2. kumuji/mix3d kumuji/mix3d Public

   Mix3D: Out-of-Context Data Augmentation for 3D Scenes (3DV 2021 Oral)

   Python 236 32

3. dcm-net dcm-net Public

   This work is based on our paper "DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes", which appeared at the IEEE Conference On Computer Vision And Pattern Recognition (CVPR) 2…

   Python 120 16

4. VisualComputingInstitute/vkitti3D-dataset VisualComputingInstitute/vkitti3D-dataset Public

   Python 101 26

5. VisualComputingInstitute/3d-semantic-segmentation VisualComputingInstitute/3d-semantic-segmentation Public

   This work is based on our paper Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds, which is appeared at the IEEE International Conference on Computer Vision (ICCV) 2017, 3DRMS …

   Python 99 31

6. human-3d/Human3D human-3d/Human3D Public

   We propose the first multi-human body-part segmentation model, called Human3D 🧑‍🤝‍🧑, that directly operates on 3D scenes. In an extensive analysis, we validate the benefits of training on synthetic…

   Python 53 6