vox2sdf
A DL architecture aiming to convert voxel model into high resolution SDF representation.
Science Score: 13.0%
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○Scientific vocabulary similarity
Low similarity (4.0%) to scientific vocabulary
Last synced: 10 months ago
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Repository
A DL architecture aiming to convert voxel model into high resolution SDF representation.
Basic Info
- Host: GitHub
- Owner: TurtleJayWang
- License: apache-2.0
- Language: Jupyter Notebook
- Default Branch: main
- Size: 492 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Created over 1 year ago
· Last pushed over 1 year ago
Metadata Files
Readme
License
Citation
README.md
Vox2SDF
Description
This is a model aiming to convert a voxel model into a neural SDF representation.
How to setup the environment
Dependencies
- PyTorch
- CUDA (this project has been tested on CUDA 12.2)
- Trimesh
- Voxypy
- Open3D
- tqdm
#### Install Script
conda create -n Vox2SDF conda activate Vox2SDF conda install pytorch pytorch-cuda=12.4 -c pytorch -c nvidia pip install trimesh pip install voxypy pip install open3d conda install tqdm### Tryout Without installing the dependencies, you can try this project in Vox2SDF.ipynb with google colab(this notebook has been tested in Kaggle)
Build
Owner
- Login: TurtleJayWang
- Kind: user
- Repositories: 1
- Profile: https://github.com/TurtleJayWang
GitHub Events
Total
- Watch event: 1
- Member event: 1
- Push event: 53
- Pull request event: 6
- Create event: 3
Last Year
- Watch event: 1
- Member event: 1
- Push event: 53
- Pull request event: 6
- Create event: 3