shen hui xiang's repositories

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awesome-3D-gaussian-splatting

Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.

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Awesome-Learn-3D-From-2D

A collection of resources on learning 3D object from 2D images.

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awesome-NeRF

A curated list of awesome neural radiance fields papers

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BEVDet

Official code base of the BEVDet series .

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convolutional_occupancy_networks

[ECCV'20] Convolutional Occupancy Networks

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Graphormer-GD

[ICLR 2023 notable top-5%] Rethinking the Expressive Power of GNNs via Graph Biconnectivity (official implementation)

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GraspNeRF

[ICRA 2023] GraspNeRF: Multiview-based 6-DoF Grasp Detection for Transparent and Specular Objects Using Generalizable NeRF

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LLMDataHub

A quick guide (especially) for trending instruction finetuning datasets

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MARSIM

MARSIM: A light-weight point-realistic simulator for LiDAR-based UAVs

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MonoPLFlowNet

ECCV 2022, MonoPLFlowNet

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NeRF

Reproduction of ECCV 2020 NeRF and its subsequent works (mip NeRF, 360, Ref NeRF, info-NeRF) in PyTorch.

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nerf-factory

An awesome PyTorch NeRF library

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objectsdf_plus

:first_quarter_moon: [ICCV'23] Pytorch implementation of "ObjectSDF++: Improved Object-Compositional Neural Implicit Surfaces"

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OccFormer

OccFormer: Dual-path Transformer for Vision-based 3D Semantic Occupancy Prediction

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OpenOcc

Open Source 3D Occupancy Prediction Library.

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pcl-learning

🔥PCL(Point Cloud Library)点云库学习记录

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Pointnet_Pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

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RenderOcc

RenderOcc: Vision-Centric 3D Occupancy Prediction with 2D Rendering Supervision

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S-FAST_LIO

A simplified implementation of FAST_LIO (with Chinese note)

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ScenePriors

Implementation of CVPR'23: Learning 3D Scene Priors with 2D Supervision

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simplerecon

[ECCV 2022] SimpleRecon: 3D Reconstruction Without 3D Convolutions

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SurroundOcc

Multi-camera 3D Occupancy Prediction for Autonomous Driving

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TPVFormer

An academic alternative to Tesla's occupancy network for autonomous driving.

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VoxFormer

[CVPR 2023] A Cutting-edge Baseline for 3D Semantic Occupancy Prediction

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