awesome-3d-vision

github.com/hardy-uint/awesome-3d-vision ↗

3D computer vision incuding SLAM，VSALM，Deep Learning，Structured light，Stereo，Three-dimensional reconstruction，Computer vision，Machine Learning and so on

597

GitHub Stars

426

Curated Resources

Use this list with your AI agent

Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:

"Show me project with code resources from awesome-3d-vision"

Installation instructions →

What's inside

Courses

3D Computer Vision: Past, Present, and Future
Advances in Computer Vision
Antonio Torralba and Bill Freeman (MIT)
Computer Vision
Derek Hoiem (UIUC)
Computer Vision
Steve Seitz (University of Washington)
Computer Vision
Rob Fergus (NYU)
Computer Vision
Bastian Leibe (RWTH Aachen University)

点云数据集

点云匹配&配准&对齐&注册

点云去噪&滤波

3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model

单目图像

3dr2n2: A unified approach for single and multi-view 3d object ReconstructionProject with code
ECCV 2016
A Point Set Generation Network for 3D Object Reconstruction from a Single ImageProject with code
CVPR 2017
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface GenerationProject with code
CVPR 2018
DeepSDF: Learning Continuous Signed Distance Functions for Shape RepresentationProject with code
CVPR 2019
DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction from a Single ImageProject with code
ACCV 2018
Hierarchical Surface Prediction for 3D Object ReconstructionProject with code
3DV 2017

点云识别&分类

Multi-view Stereo

点云其它

Showing a sample of 426 resources. View the full list on GitHub →