https://github.com/yanx27/fast-style-transfer-tensorflow
Perceptual Losses for Real-Time Style Transfer and Super-Resolution
https://github.com/yanx27/fast-style-transfer-tensorflow
deep-learning neural-transfer style-transfer tensorflow
Last synced: 11 months ago
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Perceptual Losses for Real-Time Style Transfer and Super-Resolution
- Host: GitHub
- URL: https://github.com/yanx27/fast-style-transfer-tensorflow
- Owner: yanx27
- Created: 2018-05-23T13:16:26.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2019-03-04T16:17:41.000Z (over 7 years ago)
- Last Synced: 2025-07-11T07:58:30.564Z (12 months ago)
- Topics: deep-learning, neural-transfer, style-transfer, tensorflow
- Language: Python
- Homepage:
- Size: 10.7 MB
- Stars: 6
- Watchers: 1
- Forks: 3
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
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README
# Neural Style Transfer
## Reference
[Perceptual Losses for Real-Time Style Transfer and Super-Resolution](https://arxiv.org/abs/1603.08155)
## Data & Model
* VOC2014
[here](http://msvocds.blob.core.windows.net/coco2014/train2014.zip)
* Pretrain VGG-19
[here](http://www.vlfeat.org/matconvnet/models/beta16/imagenet-vgg-verydeep-19.mat)
Download them and put in `./data`
* Pretrain weight
See `release`
## Training
```
python style.py --checkpoint ./model --style ./style/xxx.jpg
```
## Evaluation
```
python evaluate.py --checkpoint ./model/xxx --in-path ./examples/content/xxx.jpg --out-path ./
```
## Results
