https://github.com/williamFalcon/pix2pix-keras

Image-to-Image Translation with Conditional Adversarial Networks (Pix2pix) implementation in keras
https://github.com/williamFalcon/pix2pix-keras

Last synced: about 1 month ago
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Image-to-Image Translation with Conditional Adversarial Networks (Pix2pix) implementation in keras

• Host: GitHub
• URL: https://github.com/williamFalcon/pix2pix-keras
• Owner: williamFalcon
• License: mit
• Created: 2017-02-23T16:28:20.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-03-27T02:16:16.000Z (about 7 years ago)
• Last Synced: 2024-01-28T18:24:25.886Z (4 months ago)
• Language: Python
• Homepage:
• Size: 227 KB
• Stars: 141
• Watchers: 12
• Forks: 49
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Lists

• AI - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learnings - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learning-library - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-advanced-metering-infrastructure - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)
• awesome-machine-learning - Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by [isola et al](https://arxiv.org/pdf/1611.07004.pdf).[DEEP LEARNING] (Python / General-Purpose Machine Learning)

README

        
# pix2pix-keras

Pix2pix implementation in keras.    

Original paper: [Image-to-Image Translation with Conditional Adversarial Networks (pix2pix)](https://arxiv.org/pdf/1611.07004.pdf)    

Paper Authors and Researchers: Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros    

### To run    

```bash

# clone repo and step into root dir

git clone https://github.com/williamFalcon/pix2pix-keras.git

cd pix2pix-keras/pix2pix

# download facades dataset   

python utils/facades_dataset.py

# setup conda(or virtual env)

conda create -n pix python=3.4  

source activate pix

# install requirements

pip install requirements.txt

# start training

python main.py 

```    

### About this implementation  

A full write-up about this implementation is available at my blog [https://www.williamfalcon.com/deeplearningimplementations/pix2pix-keras](https://www.williamfalcon.com/deeplearningimplementations/pix2pix-keras)