INNER CODE UNIT · Python

gray

Niketkumardheeryan/ML-CaPsule · Alzheimer's Disease Predictor/app.py:83

                gray = gray / 255.0
                gray = cv2.resize(gray, (240, 240))
                gray = gray.reshape(1, 240, 240, 1)

                # Load model and predict
                model = load_cnn_model()
                prediction = model.predict(gray)
                predicted_class = int(np.argmax(prediction[0]))
                confidence = float(np.max(prediction[0])) * 100

                # Show result
                st.markdown("## 📊 Prediction Result")
                st.markdown(f"### {COLORS[predicted_class]} {LABELS[predicted_class]}")
                st.progress(confidence / 100)
                st.write(f"**Confidence:** {confidence:.2f}%")
                st.markdown(f"> {DESCRIPTIONS[predicted_class]}")

                # Show all class probabilities

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