3d Segmentation Collection

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“3D U-Net model for volumetric semantic segmentation written in pytorch”

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“🔥PCL（Point Cloud Library）点云库学习记录”

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“🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey”

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“Segment Anything in 3D with NeRFs (NeurIPS 2023 & IJCV 2025)”

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“The official implementation of Segment Any 3D GAussians (AAAI-25)”

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“Brainchop: In-browser 3D MRI rendering and segmentation”

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“RELLIS-3D: A Multi-modal Dataset for Off-Road Robotics”

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“[ICCV2023] Official Implementation of "UniTR: A Unified and Efficient Multi-Modal Transformer for Bird’s-Eye-View Representation"”

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“MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemic TB whole-person research.The pipeline is based on nn-UNet and has the capability to segment 120 unique tissue classes from a whole-body 18F-FDG PET/CT image.”

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“[WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation”

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“🔥DM-NeRF in PyTorch (ICLR 2023)”

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“[CVPR 2021] Few-shot 3D Point Cloud Semantic Segmentation”

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“[SIGGRAPH 2026 Journal] SegviGen: Repurposing 3D Generative Model for Part Segmentation”

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“点云分割论文2017 Fast segmentation of 3d point clouds: A paradigm on lidar data for autonomous vehicle applications”

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“基于Qt实现的图片数据标注工具. Image Annotation Tool Based on Qt, supporting 2D/3D Detection/Segmentation Annotation.”

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“Set of models for segmentation of 3D volumes”

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“3D点云语义分割汇总，所有顶会论文以及一些arxiv上的最新论文”

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“[ICCV 2025] InstaScene: Towards Complete 3D Instance Decomposition and Reconstruction from Cluttered Scenes”