040-hac-hash-grid-assisted-context-for-3d-gaussian-splatting-compression
Science Score: 31.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
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○Academic publication links
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (3.4%) to scientific vocabulary
Scientific Fields
Artificial Intelligence and Machine Learning
Computer Science -
40% confidence
Last synced: 4 months ago
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Repository
Basic Info
- Host: GitHub
- Owner: SZU-AdvTech-2024
- Default Branch: main
- Size: 0 Bytes
Statistics
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
- Releases: 0
Created 12 months ago
· Last pushed 12 months ago
Metadata Files
Citation
https://github.com/SZU-AdvTech-2024/040-HAC-Hash-grid-Assisted-Context-for-3D-Gaussian-Splatting-Compression/blob/main/
# HAC
```bibtex
@inproceedings{hac2024,
title={HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression},
author={Chen, Yihang and Wu, Qianyi and Lin, Weiyao and Harandi, Mehrtash and Cai, Jianfei},
booktitle={European Conference on Computer Vision},
year={2024}
}
```
##
1. Unzip files
```
cd submodules
unzip diff-gaussian-rasterization.zip
unzip gridencoder.zip
unzip simple-knn.zip
unzip arithmetic.zip
cd ..
```
1. Install environment
```
conda env create --file environment.yml
conda activate HAC_env
```
##
```
data/
dataset_name
scene1/
images
IMG_0.jpg
IMG_1.jpg
...
sparse/
0/
scene2/
images
IMG_0.jpg
IMG_1.jpg
...
sparse/
0/
...
```
## Training
```
python train.py -s /data --eval --lod 0 --voxel_size 0.001 --update_init_factor 16 --iterations 30_000 -m outputs --lmbda {lmbda}
```
Owner
- Name: SZU-AdvTech-2024
- Login: SZU-AdvTech-2024
- Kind: organization
- Repositories: 1
- Profile: https://github.com/SZU-AdvTech-2024
Citation (citation.txt)
@inproceedings{REPO040,
author = "Chen, Yihang and Wu, Qianyi and Lin, Weiyao and Harandi, Mehrtash and Cai, Jianfei",
booktitle = "European Conference on Computer Vision",
title = "{HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression}",
year = "2024"
}
GitHub Events
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Last Year
- Push event: 2
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