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