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Update app.py
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app.py
CHANGED
@@ -33,10 +33,17 @@ predictor = DefaultPredictor(cfg)
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def segment_buildings(im):
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outputs = predictor(im)
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v = Visualizer(im[:, :, ::-1], MetadataCatalog.get(cfg.DATASETS.TRAIN[0]), scale=1.2)
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return out_im
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# gradio components
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def segment_buildings(im):
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# Convert PIL Image to NumPy array
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im = np.array(im)
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outputs = predictor(im)
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# We can use `Visualizer` to draw the predictions on the image.
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v = Visualizer(im[:, :, ::-1], MetadataCatalog.get(cfg.DATASETS.TRAIN[0]), scale=1.2)
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out_im = v.draw_instance_predictions(outputs["instances"].to("cpu")).get_image()
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# Convert the output image back to PIL Image
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out_im = Image.fromarray(out_im)
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return out_im
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# gradio components
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