DLP_final_project

DDAdain: an Image Style Transfer model for improving adain[2]

tags: python,pytorch,opencv,style transfer

DLP final project: style transfer for arbitrary style and content.

Goal

improve the performnace of adain[2]

introduction

This is the final project of Deep Learning Practice course in NYCU. and more exactly I did some improvement wrt adain I namea this new model as DDAdain

Result

As you can see in this image
the right hand side is DDadain
the left hand side is adain
the middle bottom is the style image.
Ours is more meticulus and colorful than adain

for images:

https://drive.google.com/drive/folders/1x-RdrQ5seEuaelPJJ5c2PBU82JpRImzl?usp=sharing

for videos:

https://www.youtube.com/watch?v=K4x5obJqV98&list=PL9MDIx3XsFpKzfsle_gf4ZH97PU9LJ-Hs&index=2

Enviroment

• pytorch
• ubuntu18.04

reference

[1]https://github.com/irasin/Pytorch_AdaIN
[2]Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization.by Xun Huang ,et.al. and the other details will be released soon