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apply different types of filters on image

Project description

sufi : Do image and video manipulation ||apply filters|| extract frames||

how to use

install

pip install sufi

import and use

from sufi import filters

original image

Screenshot 2023-03-16 at 12 45 51 AM

convert image to digital art

path = "../images/football.jpeg"  #path of image
img = cv.imread(path)  # read image
img = filters.digital_art_filter(img)  # apply filter
filters.display_image(img) #display image
Screenshot 2024-04-25 at 11 29 28 PM

convert image to pencil art

path = "../images/football.jpeg"  #path of image
img = cv.imread(path)  # read image
img = filters.sketch_filter(img)
filters.display_image(img) #display image
Screenshot 2024-05-01 at 4 29 31 PM

there are total of 10 filters which can be applied using the package

blur

sharp

canny

HDR

sketch

digital paint

black and white

adjust values for different types of images

digital_art_filter(img,sigma_s=10,sigma_r=0.3,blur = 7)

here you supply sigma_s and sigma_r as per your need.

extract frames from video and save locally

if you want to extract images from a video you can use below function from the package

from sufi import videoProcessing as vd
vd.extract_frames(path,delay)

path is video path , it should be your local file path fo the video dealy is which frame you want to extract, like every 10th frame or every 20th frame.

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