Awesome
Fast Neural Style Transfer in PyTorch
<p align="center"> <img src="assets/zurich.jpg" width="900"\> </p>PyTorch implementation of Fast Neural Style Transfer (official Lua implementation).
I have made some trained models available here.
Train
python3 train.py --dataset_path <path-to-dataset> \
--style_image <path-to-style-image> \
--epochs 1 \
--batch_size 4 \
--image_size 256
<p align="center">
<img src="assets/celeba_mosaic.gif" width="400"\>
</p>
<p align="center">
Figure: Training progress over the first 10,000 batches.
</p>
Test on Video
python3 test_on_video.py --video_path <path-to-video> \
--checkpoint_model <path-to-checkpoint> \
<p align="center">
<img src="assets/stylized-celtics.gif" width="400"\>
</p>
Test on Image
python3 test_on_image.py --image_path <path-to-image> \
--checkpoint_model <path-to-checkpoint> \