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pix2pix dataset
许可协议: CC-BY-SA 4.0

Overview

Introduction

This is the dataset for pix2pix model which aims to work as a general-purpose solution for image-to-image translation problems.

Due to Kaggle's size limitations, only 4 datasets are available here.

  • Facades
  • Cityscapes
  • Maps
  • Edges to shoes

1 more dataset (Edges to handbags) and can be downloaded from the link provided in the sources section.


Common tasks

  • Loading the data: https://www.kaggle.com/vikramtiwari/loading-pix-2-pix-dataset
  • Pix-2-Pix model implementation: https://www.kaggle.com/vikramtiwari/pix-2-pix-model-using-tensorflow-and-keras

More description of the actual model, some implementations, and all the community contributions can be found on the author's GitHub project page here: https://phillipi.github.io/pix2pix/


Sources

  • Paper for pix2pix model: https://arxiv.org/abs/1611.07004
  • Dataset source location: https://people.eecs.berkeley.edu/~tinghuiz/projects/pix2pix/datasets
数据概要
数据格式
image,
数据量
56.3K
文件大小
306.96MB
发布方
Vikram Tiwari
| 数据量 56.3K | 大小 306.96MB
pix2pix dataset
许可协议: CC-BY-SA 4.0

Overview

Introduction

This is the dataset for pix2pix model which aims to work as a general-purpose solution for image-to-image translation problems.

Due to Kaggle's size limitations, only 4 datasets are available here.

  • Facades
  • Cityscapes
  • Maps
  • Edges to shoes

1 more dataset (Edges to handbags) and can be downloaded from the link provided in the sources section.


Common tasks

  • Loading the data: https://www.kaggle.com/vikramtiwari/loading-pix-2-pix-dataset
  • Pix-2-Pix model implementation: https://www.kaggle.com/vikramtiwari/pix-2-pix-model-using-tensorflow-and-keras

More description of the actual model, some implementations, and all the community contributions can be found on the author's GitHub project page here: https://phillipi.github.io/pix2pix/


Sources

  • Paper for pix2pix model: https://arxiv.org/abs/1611.07004
  • Dataset source location: https://people.eecs.berkeley.edu/~tinghuiz/projects/pix2pix/datasets
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