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tonyliu404
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Update app.py
Browse files
app.py
CHANGED
@@ -232,7 +232,7 @@ def classifyImage(input_image):
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# Prepare the top 5 predictions with their class names and percentages
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top_predictions = [(class_names[i], predictions[i] * 100) for i in top_indices]
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for i, (class_name, confidence) in enumerate(top_predictions, 1):
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print(f"{i}. Predicted {class_name} with {confidence:.
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return top_predictions
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@@ -385,7 +385,7 @@ with col1:
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placeholder = Image.open("dish-placeholder.jpg")
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st.image(placeholder, caption="Placeholder Image.", use_container_width=True)
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st.header("Top Predictions:")
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st.markdown(f"*Donuts*: 98.
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if uploaded_image:
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# Open the image
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@@ -408,17 +408,16 @@ if recipe_submit and uploaded_image:
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fpredictions = ""
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class_names = []
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confidences = []
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MIN_CONFIDENCE = 7 # 7%
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# Show the top predictions with percentages
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# st.write("Top Predictions:")
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for class_name, confidence in predictions:
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fpredictions += f"{class_name}: {confidence:.
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class_name = class_name.replace("_", " ")
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class_name = class_name.title()
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# st.markdown(f"*{class_name}*: {confidence:.2f}%")
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class_names.append(class_name)
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confidences.append(confidence
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print(fpredictions)
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# Prepare the top 5 predictions with their class names and percentages
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top_predictions = [(class_names[i], predictions[i] * 100) for i in top_indices]
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for i, (class_name, confidence) in enumerate(top_predictions, 1):
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print(f"{i}. Predicted {class_name} with {confidence:.1f}% Confidence")
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return top_predictions
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placeholder = Image.open("dish-placeholder.jpg")
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st.image(placeholder, caption="Placeholder Image.", use_container_width=True)
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st.header("Top Predictions:")
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st.markdown(f"*Donuts*: 98.1%")
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if uploaded_image:
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# Open the image
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fpredictions = ""
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class_names = []
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confidences = []
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# Show the top predictions with percentages
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# st.write("Top Predictions:")
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for class_name, confidence in predictions:
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fpredictions += f"{class_name}: {confidence:.1f}%,"
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class_name = class_name.replace("_", " ")
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class_name = class_name.title()
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# st.markdown(f"*{class_name}*: {confidence:.2f}%")
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class_names.append(class_name)
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confidences.append(confidence)
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print(fpredictions)
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