Fast Neural Style Transfer in PyTorch

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

Figure: Training progress over the first 10,000 batches.

Test on Video

python3 test_on_video.py --video_path <path-to-video> \
--checkpoint_model <path-to-checkpoint> \

Test on Image

python3 test_on_image.py --image_path <path-to-image> \
--checkpoint_model <path-to-checkpoint> \