Update app.py
Browse files
app.py
CHANGED
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import gradio as gr
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from transformers import pipeline
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from reportlab.lib.pagesizes import letter
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from reportlab.pdfgen import canvas
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#
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#
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#
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# Generate repair suggestions based on detected issues
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suggestions = []
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for issue in detected_issues:
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suggestion = f"For {issue}, consider inspecting the area closely and consulting a professional if necessary."
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suggestions.append(suggestion)
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# Generate a PDF report
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generate_report(detected_issues, suggestions)
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# Return results and suggestions
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return detected_issues, suggestions
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# Function to generate a PDF report
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def generate_report(issues, suggestions, filename="home_inspection_report.pdf"):
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c = canvas.Canvas(filename, pagesize=letter)
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# Add a title
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c.setFont("Helvetica-Bold", 16)
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c.drawString(100, 750, "Home Inspection Report")
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# Add a subtitle
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c.setFont("Helvetica", 12)
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c.drawString(100, 730, "AI-Powered Home Inspector")
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# Add issues and suggestions
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y = 700
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for issue, suggestion in zip(issues, suggestions):
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c.setFont("Helvetica-Bold", 12)
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c.drawString(100, y, f"Issue: {issue} (Confidence: {issues[issue]})")
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c.setFont("Helvetica", 10)
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c.drawString(100, y - 20, f"Suggestion: {suggestion}")
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y -= 40
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# Save the PDF
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c.save()
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# Custom CSS for a modern blue and silver interface
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custom_css = """
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body {
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background: linear-gradient(135deg, #1e3c72, #2a5298);
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color: white;
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font-family: 'Helvetica', sans-serif;
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}
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.gradio-container {
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background: rgba(255, 255, 255, 0.1);
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border-radius: 10px;
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padding: 20px;
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box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
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}
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.gradio-input, .gradio-output {
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background: rgba(255, 255, 255, 0.2);
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border: 1px solid rgba(255, 255, 255, 0.3);
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border-radius: 5px;
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padding: 10px;
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color: white;
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}
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.gradio-button {
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background: #4a90e2;
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color: white;
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border: none;
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border-radius: 5px;
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padding: 10px 20px;
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font-size: 16px;
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cursor: pointer;
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transition: background 0.3s ease;
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}
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.gradio-button:hover {
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background: #357abd;
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}
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"""
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# Gradio interface
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with gr.Blocks(css=custom_css) as demo:
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gr.Markdown("# 🏠 AI-Powered Home Inspector")
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gr.Markdown("Upload a photo of your home, and the AI will detect issues and provide repair suggestions.")
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with gr.Row():
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with gr.Column():
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image_input = gr.Image(label="Upload a Photo", type="pil")
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inspect_button = gr.Button("Inspect Home", variant="primary")
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with gr.Column():
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issues_output = gr.Label(label="Detected Issues")
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suggestions_output = gr.Textbox(label="Repair Suggestions", lines=5)
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# Link the button to the function
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inspect_button.click(
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fn=inspect_home,
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inputs=image_input,
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outputs=[issues_output, suggestions_output]
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)
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gr.Markdown("### Report Generated")
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gr.Markdown("A detailed PDF report has been saved as `home_inspection_report.pdf`.")
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# Launch the app
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import gradio as gr
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# Define a simple function
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def greet(name):
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return f"Hello, {name}!"
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# Create a Gradio interface
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iface = gr.Interface(
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fn=greet, # Function to call
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inputs="text", # Input type
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outputs="text", # Output type
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title="Simple Test App",
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description="Enter your name and see the greeting!"
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)
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# Launch the app
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iface.launch()
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