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app.py

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+import gradio as gr
+from skimage import io
+from pyxelate import Pyx, Pal
+
+def pixel(image,downsample,palette,depth,upscale):
+    image = io.imread(image.name)  
+    downsample_by = int(downsample)  # new image will be 1/14th of the original in size
+    palette = int(palette)  # find 7 colors
+    # 1) Instantiate Pyx transformer
+    pyx = Pyx(factor=downsample_by, palette=palette,depth=int(depth),upscale = int(upscale))
+    # 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 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", shape=(512,512)),gr.inputs.Number(default=14, label="downsample by"),gr.inputs.Number(default=7, label="palette"),gr.inputs.Number(default=1, label="depth"),gr.inputs.Number(default=14, label="upscale")
+], 
+    gr.outputs.Image(type="file", label="Output"),
+    title=title,
+    description=description,
+    article=article,
+    examples=[['mona.jpeg',14,7,1,14]]
+    ).launch(enable_queue=True)

gitattributes.txt

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bin.* filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zstandard filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

requirements.txt

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+scikit-learn>=0.24.1
+scikit-image>=0.18.1
+numba>=0.53.1
+git+https://github.com/sedthh/pyxelate.git