Fast Neural Style for Image Style Transform by Pytorch

Last update: Sep 03, 2022

Overview

FastNeuralStyle by Pytorch

Fast Neural Style for Image Style Transform by Pytorch

This is famous Fast Neural Style of Paper Perceptual Losses for Real-Time Style Transfer and Super-Resolution of Feifei Li.

Result

Style Image	Origin Image	Generated Image

How to Run

Train and Test

Training DataSet

I Strongly Recommend you to download coco80k 2014 dataset from coco80k 2014 (This is also used by the original paper)

You can use your own huge image dataset as well

Configure

put dataset under ./dataset, the folder will looks like

dataset 
 --train2014
 --put_coco_train_here

Run

train 
python train.py -h

test
python go.py -h

Pretrained Model

models are saved in ./model folder by default.

I also release two pretrained model .

wave.model

You can download and put it under ./model folder

Owner

Bengxy

Programmer

GitHub Repository

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Fast Neural Style for Image Style Transform by Pytorch

Related tags

Overview

FastNeuralStyle by Pytorch

Result

How to Run

Train and Test

Training DataSet

Configure

Run

Pretrained Model

Owner

Bengxy

[AAAI2022] Source code for our paper《Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning》

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Code accompanying our NeurIPS 2021 traffic4cast challenge

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