Create app.py

app.py

@@ -0,0 +1,30 @@
+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)
+    # 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 = "Anime2Sketch"
+description = "demo for Anime2Sketch. 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://arxiv.org/abs/2104.05703'>Adversarial Open Domain Adaption for Sketch-to-Photo Synthesis</a> | <a href='https://github.com/Mukosame/Anime2Sketch'>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
+    ).launch(debug=True)