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video-style-transfer

This is video style transfer PyTorch implementation based on "Arbitrary Style Transfer with Style-Attentional Networks".

Official paper: https://arxiv.org/abs/1812.02342v5.

Source code: https://github.com/GlebBrykin/SANET

Dataset:

COCO
WikiArt
Video sequence(60 videos, from https://www.videvo.net/)

Modify:

Add temporal loss and Spatial smoothing loss to fine-tune.
Use image pair from video to fine-tune.

Train:

Image_train: COCO+WikiArt
video_train: Video sequence+WikiArt

Test:

Image_transfer: single image transfer
video_transfer: video transfer

Result:

demo1:https://pan.baidu.com/s/1o40EPY7_6FnMKsnjGaD24Q
demo2:https://pan.baidu.com/s/1ZMPegXQCBB35NimzmEg2fQ

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A PyTorch implementation for video style transfer

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