TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK
Image Reconstruction	Edge-to-Handbags	Xian et al._	FID	60.848	# 2
Image Reconstruction	Edge-to-Handbags	Xian et al._	LPIPS	0.171	# 3
Image Reconstruction	Edge-to-Shoes	Xian et al._	FID	44.762	# 2
Image Reconstruction	Edge-to-Shoes	Xian et al._	LPIPS	0.124	# 2

🦡 Badges

Include the markdown at the top of your GitHub README.md file to showcase the performance of the model.

Badges are live and will be dynamically updated with the latest ranking of this paper.

Badge	Markdown
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/texturegan-controlling-deep-image-synthesis/image-reconstruction-on-edge-to-handbags)](https://paperswithcode.com/sota/image-reconstruction-on-edge-to-handbags?p=texturegan-controlling-deep-image-synthesis)`
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/texturegan-controlling-deep-image-synthesis/image-reconstruction-on-edge-to-shoes)](https://paperswithcode.com/sota/image-reconstruction-on-edge-to-shoes?p=texturegan-controlling-deep-image-synthesis)`

TextureGAN: Controlling Deep Image Synthesis with Texture Patches

CVPR 2018 • Wenqi Xian • Patsorn Sangkloy • Varun Agrawal • Amit Raj • Jingwan Lu • Chen Fang • Fisher Yu • James Hays

In this paper, we investigate deep image synthesis guided by sketch, color, and texture. Previous image synthesis methods can be controlled by sketch and color strokes but we are the first to examine texture control... (read more)

PDF Abstract CVPR 2018 PDF CVPR 2018 Abstract

Code

Add Remove Mark official

janesjanes/Pytorch-TextureGAN

112

yuchuanhui/TextureGanPython3

Tasks

Add Remove

IMAGE GENERATION

TEXTURE SYNTHESIS

Datasets

DeepFashion

Results from the Paper

Add Remove

Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.

Results from Other Papers

TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK	COMPARE
Image Reconstruction	Edge-to-Handbags	Xian et al._	FID	60.848	# 2	See all
Image Reconstruction	Edge-to-Handbags	Xian et al._	LPIPS	0.171	# 3	See all
Image Reconstruction	Edge-to-Shoes	Xian et al._	FID	44.762	# 2	See all
Image Reconstruction	Edge-to-Shoes	Xian et al._	LPIPS	0.124	# 2	See all

Methods used in the Paper

Add Remove

METHOD	TYPE
🤖 No Methods Found	Help the community by adding them if they're not listed; e.g. Deep Residual Learning for Image Recognition uses ResNet

Edit Social Preview

TextureGAN: Controlling Deep Image Synthesis with Texture Patches Edit social preview

Code Edit Add Remove Mark official

Tasks Edit Add Remove

Datasets Edit

Results from the Paper Edit Add Remove