Home

Welcome to the img2cat documentation!

How to use the Function

The function create_mosaic takes 6 arguments:

• img: The Image you want to convert as a numpy array
• images_tuple: A tuple created by giving the create_img_array function the filepath of your (cat) images and the size you want them to be
• resolution: How much the input image gets pixelated (Higher values result in a lower quality)
• cat_size: How big one (cat) image should be (Should be the same as in the create_img_array function for best results)
• accuracy: Determines how random the images are (When set to 1 or lower gives an error for some reason) (Set to 2 for the most accurate image)
• saveto: The filepath you want to save the result to

Example:

import cv2
import cat_image_mosaic

cats_filepath = "./cat_images"

cat_images = cat_image_mosaic.create_img_array(images_filepath=cats_filepath, img_size=25)
im = cv2.imread("input6.png")

cat_image_mosaic.create_mosaic(img=im, images_tuple=cat_images, resolution=75, cat_size=25, accuracy=5, logs=True)

I used a public dataset with 9000 cat images for the example (https://www.kaggle.com/datasets/crawford/cat-dataset)

Input Image:

Output Image: