PUGAN-pytorch

KO | EN

gitlite — search

#python #hacktoberfest #llm #machine-learning #rust #docker #nodejs #java #windows #cli #kubernetes #mcp #ios #open-source

(★ 89)

Pytorch unofficial implementation of PUGAN (a Point Cloud Upsampling Adversarial Network, ICCV, 2019)

PUGAN-pytorch Latest Version Download

Download Latest Version (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# PUGAN-pytorch
Pytorch unofficial implementation of PUGAN (a Point Cloud Upsampling Adversarial Network, ICCV, 2019)

#### Install some packages
simply by 
```
pip install -r requirement.txt
```
#### Install Pointnet2 module
```
cd pointnet2
python setup.py install
```
#### Install KNN_cuda
```
pip install --upgrade https://github.com/unlimblue/KNN_CUDA/releases/download/0.2/KNN_CUDA-0.2-py3-none-any.whl
```
#### dataset
We use the PU-Net dataset for training, you can refer to https://github.com/yulequan/PU-Net to download the .h5 dataset file, which can be directly used in this project.
#### modify some setting in the option/train_option.py
change opt['project_dir'] to where this project is located, and change opt['dataset_dir'] to where you store the dataset.
<br/>
also change params['train_split'] and params['test_split'] to where you save the train/test split txt files.
#### training
```
cd train
python train.py --exp_name=the_project_name --gpu=gpu_number --use_gan --batch_size=12
```

PUGAN-pytorch

PUGAN-pytorch Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

PUGAN-pytorch

PUGAN-pytorch Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

Download README