https://github.com/tensorpro/FractalNet

Implementation of FractalNet.
https://github.com/tensorpro/FractalNet

Last synced: about 1 month ago
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Implementation of FractalNet.

• Host: GitHub
• URL: https://github.com/tensorpro/FractalNet
• Owner: tensorpro
• License: mit
• Created: 2016-06-29T23:39:52.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2017-01-26T02:18:24.000Z (almost 8 years ago)
• Last Synced: 2024-08-01T22:49:55.225Z (4 months ago)
• Language: Python
• Homepage: https://arxiv.org/pdf/1605.07648v1.pdf
• Size: 737 KB
• Stars: 48
• Watchers: 4
• Forks: 12
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-image-classification - unofficial-tensorflow : https://github.com/tensorpro/FractalNet
• awesome-image-classification - unofficial-tensorflow : https://github.com/tensorpro/FractalNet

README

        
# FractalNet

Implementation of FractalNet (https://arxiv.org/pdf/1605.07648v1.pdf) in TensorFlow.

Fractal blocks have components with separated columns, as well as the fractal layout.

For rounds of training with global drop path, the separated layout is used.

In all other cases, the fractal layout is used.

#Fractal

![Fractal Visualization](imgs/Fractal.png)

#Separated

![Separated Visualization](imgs/Seperated.png)

#Entire Block

![Block Visualization](imgs/FractalBlock.png)