Shell0222 / Awesome_3D_Vision

A curated list of Awesome 3D Vision, including 3D Gaussian Splatting, SLAM, Neural Radiance Fields.

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Awesome_3D_Vision

📒Motivation

  • Tracking the cutting-edge 3D Reconstruction and Generation technology, including 3D Gaussian Splatting, SLAM, Neural Radiance Fields.
  • Analyzing the State-of-the-art papers from top conferences, including but not limited to ECCV, SIGGRAPH, ICCV, CVPR, ICLR, and NIPS.
  • Replicating classical paper results with SOTA performance.
  • Integrating the state-of-the-art algorithms and deploy it directly on the edge devices.

📙TODO

  • [2024.6.17]🔥 Based on Infusion, fix a bug of it, supplement the code and open majority of source codes.
  • Integrating SAGA, LangSplat into our system, for 3D semantic segmentation / open-vocabulary segmentation tasks.
  • Integrating LGM, LucidDreamer into our system, for 3D object generation task.

Survey and Papers

Experiments Visualization

Based on Infusion, 3D inpainting task is supported in our system. Original scene:

After removing target object:

Initial scene by lifting points to fill unmasked region:

Finetuned scene:

Deploying Tutorial

3D inpainting

About

A curated list of Awesome 3D Vision, including 3D Gaussian Splatting, SLAM, Neural Radiance Fields.

License:MIT License


Languages

Language:Python 64.3%Language:Cuda 27.2%Language:C++ 6.5%Language:Shell 1.1%Language:CMake 0.4%Language:C 0.3%