Commit
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56df16f
1
Parent(s):
7b635eb
Update app.py
Browse files
app.py
CHANGED
@@ -64,12 +64,13 @@ def gen_pred(img, model=seg_model):
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img = tf.expand_dims(img, axis=0)
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pred = model.predict(img)
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pred = np.squeeze(pred, axis=0)
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-
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# img_bytes = pred.tobytes()
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# nparr = np.frombuffer(img_bytes, np.byte)
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# pred_pil = cv2.imdecode(nparr, cv2.IMREAD_REDUCED_COLOR_8)
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# return "UI in developing process ..."
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return
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title = "<h1 style='text-align: center;'>Semantic Segmentation</h1>"
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description = "Upload an image and get prediction mask"
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img = tf.expand_dims(img, axis=0)
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pred = model.predict(img)
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pred = np.squeeze(pred, axis=0)
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pil_img = Image.fromarray(pred, 'RGB')
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# im = Image.fromarray((pred * 255).astype(np.uint8))
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# img_bytes = pred.tobytes()
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# nparr = np.frombuffer(img_bytes, np.byte)
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# pred_pil = cv2.imdecode(nparr, cv2.IMREAD_REDUCED_COLOR_8)
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# return "UI in developing process ..."
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return pil_img
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title = "<h1 style='text-align: center;'>Semantic Segmentation</h1>"
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description = "Upload an image and get prediction mask"
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