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import gradio as gr
from skimage import io
from pyxelate import Pyx, Pal
def pixel(image):
image = io.imread(image.name)
downsample_by = 14 # new image will be 1/14th of the original in size
palette = 7 # find 7 colors
# 1) Instantiate Pyx transformer
pyx = Pyx(factor=downsample_by, palette=palette,depth=2,upscale = 14)
# 2) fit an image, allow Pyxelate to learn the color palette
pyx.fit(image)
# 3) transform image to pixel art using the learned color palette
new_image = pyx.transform(image)
# save new image with 'skimage.io.imsave()'
io.imsave("pixel.png", new_image)
return "pixel.png"
title = "Pyxelate"
description = "Gradio demo for Pyxelate: converts images to 8-bit pixel art. To use it, simply upload your image, or click one of the examples to load them. Read more at the links below."
article = "<p style='text-align: center'><a href='https://github.com/sedthh/pyxelate' target='_blank'>Github Repo</a></p>"
gr.Interface(
pixel,
[gr.inputs.Image(type="file", label="Input")],
gr.outputs.Image(type="file", label="Output"),
title=title,
description=description,
article=article,
enable_queue=True
).launch(debug=True) |