#Pyblur
##Python image blurring routines.
Pyblur is a collection of simple image blurring routines.
It supports Gaussian, Disk, Box, and Linear Motion Blur Kernels as well as the Point Spread Functions
used in Convolutional Neural Networks for Direct Text Deblurring.
Functions receive a PIL image as input, and return another as output.
Kernel sizes can either be specified as input, or randomized.
Finally, there's a RandomizedBlur function that applies a random type of blurring kernel with a random width/strength.
pypi: https://pypi.python.org/pypi?:action=display&name=pyblur&version=0.2.3
##Installation
From Pip: pip install pyblur
Or alternatively git clone this repo and run locally
##Usage from pyblur import *
###Gaussian Blur Blurs image using a Gaussian Kernel
blurred = GaussianBlur(img, bandwidth)
Randomized kernel bandwidth (between 0.5 and 3.5)
blurred = GaussianBlur_random(img)
###Defocus (Disk) Blur Blurs image using a Disk Kernel
blurred = DefocusBlur(img, kernelsize)
Randomized kernel size (between 3 and 9)
blurred = DefocusBlur_random(img)
###Box Blur Blurs image using a Box Kernel
blurred = BoxBlur(img, kernelsize)
Randomized kernel size (between 3 and 9)
blurred = BoxBlur_random(img)
###Linear Motion Blur Blurs image using a Line Kernel
blurred = LinearMotionBlur(img, dim, angle, linetype)
####Parameters
dimKernel Size: {3,5,7,9}angleAngle of the line of motion. Will be floored to the closest one available for the given kernel size.linetype = {left, right, full}Controls whether the blur kernel will be applied in full or only the left/right halves of it.
Randomized kernel size, angle, and line type
blurred = LinearMotionBlur_random(img)
Blurs image using one of the Point Spread Functions (Kernels) used in:
Convolutional Neural Networks for Direct Text Deblurring
blurred = PsfBlur(img, psfid)
####Parameters
psfidId of the Point Spread Function to apply [0, 99]
Randomized kernel size, angle, and line type
blurred = PsfBlur_random(img)
###Random Blur Randomly applies one of the supported blur types, with a randomized bandwidth/strenght.
blurred = RandomizedBlur(img)
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