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Update app.py
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app.py
CHANGED
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@@ -5,15 +5,12 @@ compostable = ["vegetable", "fruit", "food", "leaves"]
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recyclable = ["plastic", "paper", "glass", "metal", "bottle", "can"]
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harmful = ["syringe", "battery", "medical", "chemical"]
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def classify_waste(
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"""
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Demo classifier based on the uploaded image filename.
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In a real app, you would use an ML model to classify the image.
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"""
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filename = image.name.lower()
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# Simple filename-based rules for demo
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if any(word in filename for word in compostable):
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return "✅ Compostable Waste (Green Bin)"
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elif any(word in filename for word in recyclable):
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@@ -21,12 +18,12 @@ def classify_waste(image):
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elif any(word in filename for word in harmful):
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return "⚠️ Harmful/Non-Decomposable Waste (Red Bin)"
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else:
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return "🚮
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# Gradio UI
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iface = gr.Interface(
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fn=classify_waste,
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inputs=gr.Image(type="
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outputs="text",
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title="♻️ Eco-Friendly Waste Classifier (Image Upload)",
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description="Upload a photo of a waste item and see which bin it belongs to!"
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@@ -41,3 +38,5 @@ if __name__ == "__main__":
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recyclable = ["plastic", "paper", "glass", "metal", "bottle", "can"]
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harmful = ["syringe", "battery", "medical", "chemical"]
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def classify_waste(image_path):
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"""
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Demo classifier based on the uploaded image filename.
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In a real app, you would use an ML model to classify the image content.
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"""
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filename = image_path.lower()
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if any(word in filename for word in compostable):
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return "✅ Compostable Waste (Green Bin)"
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elif any(word in filename for word in recyclable):
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elif any(word in filename for word in harmful):
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return "⚠️ Harmful/Non-Decomposable Waste (Red Bin)"
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else:
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return "🚮 General Waste (Grey Bin)"
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# Gradio UI
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iface = gr.Interface(
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fn=classify_waste,
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inputs=gr.Image(type="filepath", label="Upload a photo of your waste item"), # FIXED here
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outputs="text",
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title="♻️ Eco-Friendly Waste Classifier (Image Upload)",
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description="Upload a photo of a waste item and see which bin it belongs to!"
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