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itzjunayed
commited on
Update app.py
Browse files
app.py
CHANGED
@@ -50,15 +50,20 @@ def predict_segmentation(image):
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# Create an alpha channel: 255 where there is segmentation, 0 otherwise
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rgba_img[:, :, 3] = np.where(predicted_img_resized > 0, 255, 0)
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# Convert the numpy array to an image
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output_image = Image.fromarray(rgba_img)
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# Gradio Interface
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iface = gr.Interface(
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fn=predict_segmentation,
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inputs="image",
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outputs="
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live=False
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)
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# Create an alpha channel: 255 where there is segmentation, 0 otherwise
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rgba_img[:, :, 3] = np.where(predicted_img_resized > 0, 255, 0)
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# Convert the numpy array to an image
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output_image = Image.fromarray(rgba_img)
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# Save the image as PNG to return it
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output_image_path = "/tmp/segmented_output.png"
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output_image.save(output_image_path)
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return output_image_path
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# Gradio Interface
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iface = gr.Interface(
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fn=predict_segmentation,
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inputs="image",
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outputs="file", # Return the file path to download the PNG
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live=False
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)
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