Segment Anything in 3D with NeRFs (NeurIPS 2023 & IJCV 2025)
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May 19, 2025 - Python
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3d-segmentation
Here are 45 public repositories matching this topic...
[ICCV2023] Official Implementation of "UniTR: A Unified and Efficient Multi-Modal Transformer for Bird’s-Eye-View Representation"
computer-vision camera backbone point-cloud transformer lidar unified multi-modal 3d bev 3d-segmentation 3d-object-detection multi-view iccv2023
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Sep 4, 2024 - Python
🔥DM-NeRF in PyTorch (ICLR 2023)
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Oct 11, 2022 - Python
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.
3d-segmentation brain-segmentation pet-ct ct-segmentation nnunet organ-segmentation tb-pet bone-segmentation muscle-segmentation fat-segmentation psoas-segmentation total-body-segmentation
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May 26, 2025 - Python
[WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation
deep-learning transformers segmentation synapse 3d-segmentation pancreas skin-lesion-segmentation 2d-segmentation
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Feb 7, 2024 - Python
[CVPR 2021] Few-shot 3D Point Cloud Semantic Segmentation
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Apr 4, 2023 - Python
Set of models for segmentation of 3D volumes
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Jun 29, 2024 - Python
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) 2020.
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Nov 27, 2022 - Python
This is the official implementation of RSNet.
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Mar 25, 2020 - Python
[ICLR 2024] AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation
attention 3d-point-clouds 3d-annotation 3d-segmentation interactive-segmentation 3d-scene-understanding click-as-query 3d-labelling
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Apr 16, 2025 - Python
The implementation of 3D-UNet using PyTorch
cross-validation pytorch unet semantic-segmentation volumetric-data 3d-segmentation pytorch-implementation 3d-unet
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Feb 20, 2025 - Python
Repository for the paper "Extending Maps with Semantic and Contextual Object Information for Robot Navigation: a Learning-Based Framework using Visual and Depth Cues"
computer-vision yolo object-detection 3d-segmentation instance-segmentation rgb-d semantic-mapping robot-navigation
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Apr 13, 2020 - Python
Multimodal Brain mpMRI segmentation on BraTS 2023 and BraTS 2021 datasets.
machine-learning computer-vision deep-learning medical-imaging segmentation synapse medical-image-processing 3d-segmentation brain-tumor-segmentation organs brats18 segmentation-models brats17 brats2020 brats16 btcv brats23
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May 28, 2025 - Python
Softmax for Arbitrary Label Trees (SALT) is a framework for training segmentation networks using conditional probabilities to model hierarchical relationships in the data.
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Oct 4, 2024 - Python
Utils and convenience functions for large-scale bio-image analysis.
segmentation image-analysis affine-transformation bio-image-analysis multicut 3d-segmentation microscopy-images lifted-multicut mutex-watershed
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May 25, 2025 - Python
This is the official repo for Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation (ICCV 23).
point-cloud semi-supervised-learning segmentation augmentation weakly-supervised-learning 3d-segmentation pytorch-implementation weakly-supervised-segmentation consistency-regularization sparse-annotations data-efficient-learning context-model
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May 24, 2024 - Python
VNet for 3d volume segmentation
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Apr 16, 2021 - Python
This is the official repository of the original Point Transformer architecture.
deep-learning pytorch transformer classification segmentation attention-mechanism modelnet 3d-segmentation shapenet-dataset 3d-classification multi-head-attention transformer-architecture modelnet-dataset 3d-point-cloud 3d-pointclouds sortnet modelnet40 shapenetpart
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Apr 6, 2022 - Python
Distributed segmentation for bio-image-analysis
segmentation connectomics bio-image-analysis watershed cluster-computing multicut 3d-segmentation microscopy-images lifted-multicut mutex-watershed
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May 13, 2025 - Python
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