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ffc09ad
1
Parent(s):
495ff33
Update app.py
Browse files
app.py
CHANGED
@@ -30,11 +30,9 @@ opt = st.selectbox("How do you want to upload the image for classification?",
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image = None
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if opt == 'Upload image from device':
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file = st.file_uploader('Select', type=['jpg', 'png', 'jpeg'])
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print(file)
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if file:
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try:
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image = Image.open(io.BytesIO(file.read())).resize((256, 256), Image.LANCZOS)
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print(image)
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except Exception as e:
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st.error(f"Error reading the file: {e}")
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@@ -51,17 +49,12 @@ try:
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if image is not None:
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st.image(image, width = 256, caption = 'Uploaded Image')
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if st.button('Predict'):
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st.info(print(image))
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img = preprocess(image)
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st.info(print(img))
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model = model_arc()
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#model.load_weights("classify_model.h5")
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print(model)
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prediction = model.predict(img[np.newaxis, ...])
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print(prediction)
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st.info('Hey! The uploaded image has been classified as " {} waste " '.format(labels[np.argmax(prediction[0], axis=-1)]))
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except Exception as e:
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st.info(e)
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image = None
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if opt == 'Upload image from device':
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file = st.file_uploader('Select', type=['jpg', 'png', 'jpeg'])
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if file:
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try:
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image = Image.open(io.BytesIO(file.read())).resize((256, 256), Image.LANCZOS)
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except Exception as e:
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st.error(f"Error reading the file: {e}")
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if image is not None:
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st.image(image, width = 256, caption = 'Uploaded Image')
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if st.button('Predict'):
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img = preprocess(image)
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model = model_arc()
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#model.load_weights("classify_model.h5")
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prediction = model.predict(img[np.newaxis, ...])
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st.info('Hey! The uploaded image has been classified as " {} waste " '.format(labels[np.argmax(prediction[0], axis=-1)]))
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except Exception as e:
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st.info(e)
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