Science Score: 23.0%
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Low similarity (1.3%) to scientific vocabulary
Last synced: 10 months ago
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JSON representation
Repository
GANs tutorial
Basic Info
- Host: GitHub
- Owner: anxingle
- Language: Python
- Default Branch: main
- Size: 137 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Created over 5 years ago
· Last pushed over 5 years ago
Metadata Files
Readme
README.md
GANs tutorial
- [x] cycleGAN
- [ ] pix2pix
- [ ] DCGAN
- [ ] InfoGAN
cycleGAN
改写自作者原工程 pytorch-CycleGAN-and-pix2pix 。原工程包含 pix2pix ,同时 dataset 类过于冗余，这里进行裁剪。
- [x] 增加读取 dicom 的接口。
- [x] 增加前端展示页面，方便推理使用
推理使用
``` python app.py --port 8888 -modelsuffix _A --gpuids -1 --name xrays --netG resnet_6blocks
--normmax --normmin 均仅在读取dicom时才会被使用，不用特别关注。详见 unaligneddataset.py 中 _getitem__() 函数
--name 为训练的网络名称，在 checkpoints中显示为某目录
--port 8888
--netG 生成器网络名 resnet6blocks|resnet9blocks|unet256|unet128
使用官方预训练模型
python app.py --port 8080 --gpuids -1 --name stylecezane_pretrained
--name 下为 ./checkpoints/stylecezanepretrained/latestnetG.pth
```
Owner
- Name: 安兴乐-siler
- Login: anxingle
- Kind: user
- Location: 北京
- Company: Infervision
- Website: http://anxingle.github.io
- Twitter: anxingle_Christ
- Repositories: 48
- Profile: https://github.com/anxingle
Master of Computer Science, Institute of Automation of Chinese Academy of Sciences
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