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Runtime error
Runtime error
app.py
Browse files
app.py
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import streamlit as st
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from fastai.vision.all import *
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learn = load_learner('stage-1_resnet.pkl')
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categories = ('DR','NO_DR')
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def classify_image(img):
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img = PILImage.create(img)
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pred, idx, probs = learn.predict(img)
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return dict(zip(categories, map(float, probs)))
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st.title('Image Classification with Fastai and Streamlit')
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uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "png"])
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if uploaded_file is not None:
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image = PILImage.create(uploaded_file)
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st.image(image, caption='Uploaded Image.', use_column_width=True)
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prediction = classify_image(image)
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st.write("Prediction:", prediction)
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