Beyond Filter

How to use modern deep learning framework instead of tradition image digit process ?

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Demo

./demo.sh

Gaussian Filter

	Gaussian 3x3 Filter 10 times

Command

python gauss.py images/gauss_girl.jpg

Crazy !

You can filter 100000 times in 5 seconds via GTX 1080 if you like !

Guided Filter

	Guided Filter: Radius = 10, eps = 0.01

Command

python guided.py images/guided_girl.jpg

Image Enhance

	Guided Filter: Radius = 10, eps = 0.01

Command

python guided.py images/enhance.jpg

Haze Filter

	Remove Haze Filter: Radius = 5

Command

python dehaze.py images/haze.jpg

Requirements

• Python 3.6

• Pytorch 1.0

• Torchvision 0.2.1

• Pillow

Reference

Guided Image Filtering

License

BeyondFilter is released under the [Apache 2.0 license]

Chinese Document

超越滤波.