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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> \