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Update app.py
Browse files
app.py
CHANGED
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@@ -45,11 +45,20 @@ def process_image(image_path):
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).squeeze()
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output = prediction.cpu().numpy()
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depth_image = (output * 255 / np.max(output)).astype("uint8")
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depth_image_padded =
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return [depth_image_padded,]
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examples_images = [[f] for f in sorted(glob.glob("examples/*.jpg"))]
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@@ -81,12 +90,12 @@ to generate the autostereogram (Magic Eye)
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examples=examples_images,
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fn=process_image,
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inputs=[input_image],
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outputs=[predicted_depth],
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cache_examples=True,
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)
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button.click(
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fn=process_image,
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inputs=[input_image],
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outputs=[predicted_depth,],
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)
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blocks.launch(debug=True)
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).squeeze()
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output = prediction.cpu().numpy()
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depth_image = (output * 255 / np.max(output)).astype("uint8")
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depth_image_padded = np.array(
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ImageOps.pad(Image.fromarray(depth_image), (1280, 720))
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)
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stereo_image = stereo_converter.convert_depth_to_stereogram_with_thread_pool(
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depth_image_padded, False
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).astype(np.uint8)
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stereo_image_pil = Image.fromarray(stereo_image).convert("RGB")
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with tempfile.NamedTemporaryFile(suffix=".jpg", delete=False) as f:
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image_name = f.name
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stereo_image_pil.save(image_name)
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return [depth_image_padded, stereo_image, image_name]
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examples_images = [[f] for f in sorted(glob.glob("examples/*.jpg"))]
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examples=examples_images,
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fn=process_image,
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inputs=[input_image],
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outputs=[predicted_depth, autostereogram, file_download],
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cache_examples=True,
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)
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button.click(
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fn=process_image,
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inputs=[input_image],
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outputs=[predicted_depth, autostereogram, file_download],
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)
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blocks.launch(debug=True)
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