https://github.com/fxia22/pointgan
point set generative adversarial nets
https://github.com/fxia22/pointgan
Last synced: 6 months ago
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point set generative adversarial nets
- Host: GitHub
- URL: https://github.com/fxia22/pointgan
- Owner: fxia22
- License: mit
- Created: 2017-04-19T02:53:36.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2017-11-19T20:15:45.000Z (over 7 years ago)
- Last Synced: 2024-11-23T12:07:03.353Z (7 months ago)
- Language: Python
- Homepage:
- Size: 714 KB
- Stars: 146
- Watchers: 9
- Forks: 27
- Open Issues: 6
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# pointGAN
point set generative adversarial nets
# Dependencies
rendering requires cv2, training requires pytorch.
On Ubuntu:
```
sudo apt-get install python-opencv
pip install http://download.pytorch.org/whl/cu80/torch-0.1.11.post5-cp27-none-linux_x86_64.whl
pip install torchvision
```
# Download data and running
```
bash build.sh #build C++ code for visualization
bash download.sh #download dataset
python train_gan.py
python show_gan.py --model gan/modelG_10.pth # choose your own model
```
# Sample results
