https://github.com/helyousfi/cnnmrf-convolutional-neural-network-and-markov-random-fields

Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis
https://github.com/helyousfi/cnnmrf-convolutional-neural-network-and-markov-random-fields

Last synced: 5 months ago
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Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis

• Host: GitHub
• URL: https://github.com/helyousfi/cnnmrf-convolutional-neural-network-and-markov-random-fields
• Owner: helyousfi
• Created: 2021-11-24T13:53:41.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2021-11-24T13:56:04.000Z (almost 4 years ago)
• Last Synced: 2025-04-01T04:41:27.589Z (6 months ago)
• Language: Python
• Size: 1.32 MB
• Stars: 4
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# CNNMRF pytorch

An implement of “Combining markov random fields and convolutional neural networks for image synthesis” in pytorch.

### Version

* `python`   		3.5.4

* `pytorch`		1.0.0

* `torchvision`        0.2.1  

* `opencv-python`    3.4.0.12 

### Examples



    

    

    

    





    

    

    

    





    

    

    

    





    

    

    

    



### Reference

[1]. `Li C, Wand M. Combining markov random fields and convolutional neural networks for image synthesis[C].//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 2479-2486.`