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Build error
Update app.py
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app.py
CHANGED
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@@ -4,6 +4,8 @@ from torchvision import transforms
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from PIL import Image
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import joblib
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import base64
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# Load model and metadata
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model = torch.jit.load("resnet_grocery_model_scripted.pt", map_location="cpu")
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@@ -36,6 +38,40 @@ def classify_and_track(files, budget):
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total_cost = 0
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receipt_lines = []
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receipt_lines.append("========================================")
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receipt_lines.append(" π§Ύ OFFICIAL RECEIPT")
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receipt_lines.append(" π SOBRANG TINDANG INA!")
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@@ -64,6 +100,9 @@ def classify_and_track(files, budget):
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if len(name) > 26:
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name = name[:23] + "..."
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receipt_lines.append(f" {name:<28} β±{price:>6.2f}")
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remaining = budget - total_cost
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receipt_lines.append("----------------------------------------")
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@@ -72,15 +111,25 @@ def classify_and_track(files, budget):
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receipt_lines.append(f" REMAINING{'':<20}β±{remaining:>7.2f}")
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receipt_lines.append("========================================")
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percent = min(100, int((total_cost / budget) * 100)) if budget else 0
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status = f"**Total: β±{total_cost:.2f} / β±{budget:.2f}**"
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if total_cost <= budget:
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receipt_lines.append(" β
You're within budget! π")
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status_msg = f"β
**Within Budget!** π\n{status}"
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sound_path = "success.mp3"
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else:
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receipt_lines.append(" β Over budget! Remove some snacks!")
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status_msg = f"π¨ **Over Budget!** πΈ\n{status}"
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sound_path = "fail.mp3"
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@@ -89,11 +138,26 @@ def classify_and_track(files, budget):
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receipt_lines.append(" Come back for smarter buys! π§Ύ")
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receipt_lines.append("========================================")
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receipt_text = "```\n" + "\n".join(receipt_lines) + "\n```"
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def reset_ui():
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return [], "", "", 0, None
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# Load and encode local background image
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with open("background.jpg", "rb") as img_file:
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@@ -172,16 +236,17 @@ with gr.Blocks(title="Grocery Classifier") as app:
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progress_bar = gr.Slider(label="Budget Used (%)", minimum=0, maximum=100, interactive=False)
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receipt_display = gr.Markdown(label="π§Ύ Grocery Receipt")
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audio_output = gr.Audio(interactive=False, autoplay=True)
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classify_btn.click(
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fn=classify_and_track,
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inputs=[file_input, budget_input],
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outputs=[gallery, status_display, receipt_display, progress_bar, audio_output]
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)
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reset_btn.click(
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fn=reset_ui,
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outputs=[gallery, status_display, receipt_display, progress_bar, audio_output]
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)
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app.launch()
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from PIL import Image
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import joblib
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import base64
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import io
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from contextlib import redirect_stdout
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# Load model and metadata
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model = torch.jit.load("resnet_grocery_model_scripted.pt", map_location="cpu")
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total_cost = 0
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receipt_lines = []
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# Initialize LaTeX document for PDF
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latex_lines = [
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r"\documentclass[a4paper,12pt]{article}",
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r"\usepackage[utf8]{inputenc}",
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r"\usepackage[T1]{fontenc}",
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r"\usepackage{lmodern}",
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r"\usepackage{geometry}",
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r"\geometry{margin=2cm}",
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r"\usepackage{longtable}",
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r"\usepackage{array}",
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r"\usepackage{booktabs}",
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r"\usepackage{fancyhdr}",
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r"\pagestyle{fancy}",
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r"\fancyhf{}",
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r"\fancyhead[C]{SOBRANG TINDANG INA!}",
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r"\fancyfoot[C]{\thepage}",
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r"\usepackage{lastpage}",
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r"\usepackage{noto}", # Using Noto font for compatibility
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r"\begin{document}",
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r"\begin{center}",
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r"{\Large \textbf{OFFICIAL RECEIPT}} \\[0.2cm]",
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r"{\normalsize SOBRANG TINDANG INA!} \\",
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r"{\normalsize Online Smart Checkout} \\",
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r"\vspace{0.5cm}",
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r"\hrulefill \\",
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r"\end{center}",
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r"\vspace{0.5cm}",
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r"\begin{longtable}{p{10cm} r}",
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r"\hline",
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r"\textbf{Item} & \textbf{Price (\textsf{β±})} \\",
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r"\hline",
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r"\endhead",
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]
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receipt_lines.append("========================================")
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receipt_lines.append(" π§Ύ OFFICIAL RECEIPT")
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receipt_lines.append(" π SOBRANG TINDANG INA!")
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if len(name) > 26:
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name = name[:23] + "..."
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receipt_lines.append(f" {name:<28} β±{price:>6.2f}")
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# Sanitize name for LaTeX
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latex_name = name.replace("_", r"\_").replace("&", r"\&").replace("%", r"\%")
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latex_lines.append(f"{latex_name} & {price:.2f} \\\\")
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remaining = budget - total_cost
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receipt_lines.append("----------------------------------------")
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receipt_lines.append(f" REMAINING{'':<20}β±{remaining:>7.2f}")
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receipt_lines.append("========================================")
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latex_lines.append(r"\hline")
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latex_lines.append(f"\\textbf{{Total}} & {total_cost:.2f} \\\\")
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latex_lines.append(f"\\textbf{{Budget}} & {budget:.2f} \\\\")
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latex_lines.append(f"\\textbf{{Remaining}} & {remaining:.2f} \\\\")
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latex_lines.append(r"\hline")
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latex_lines.append(r"\end{longtable}")
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latex_lines.append(r"\vspace{0.5cm}")
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percent = min(100, int((total_cost / budget) * 100)) if budget else 0
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status = f"**Total: β±{total_cost:.2f} / β±{budget:.2f}**"
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if total_cost <= budget:
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receipt_lines.append(" β
You're within budget! π")
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latex_lines.append(r"{\color{green} \textbf{You're within budget!}} \\")
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status_msg = f"β
**Within Budget!** π\n{status}"
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sound_path = "success.mp3"
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else:
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receipt_lines.append(" β Over budget! Remove some snacks!")
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latex_lines.append(r"{\color{red} \textbf{Over budget! Remove some snacks!}} \\")
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status_msg = f"π¨ **Over Budget!** πΈ\n{status}"
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sound_path = "fail.mp3"
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receipt_lines.append(" Come back for smarter buys! π§Ύ")
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receipt_lines.append("========================================")
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latex_lines.append(r"\vspace{0.5cm}")
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latex_lines.append(r"\begin{center}")
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latex_lines.append(r"THANK YOU FOR SHOPPING WITH US! \\")
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latex_lines.append(r"Come back for smarter buys! \\")
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latex_lines.append(r"\hrulefill")
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latex_lines.append(r"\end{center}")
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latex_lines.append(r"\end{document}")
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receipt_text = "```\n" + "\n".join(receipt_lines) + "\n```"
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latex_content = "\n".join(latex_lines)
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# Create a file-like object for the LaTeX content
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latex_file = io.StringIO()
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with redirect_stdout(latex_file):
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print(latex_content)
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return results, status_msg, receipt_text, percent, sound_path, latex_file
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def reset_ui():
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return [], "", "", 0, None, None
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# Load and encode local background image
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with open("background.jpg", "rb") as img_file:
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progress_bar = gr.Slider(label="Budget Used (%)", minimum=0, maximum=100, interactive=False)
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receipt_display = gr.Markdown(label="π§Ύ Grocery Receipt")
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audio_output = gr.Audio(interactive=False, autoplay=True)
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pdf_download = gr.File(label="π Download Receipt as PDF", interactive=False)
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classify_btn.click(
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fn=classify_and_track,
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inputs=[file_input, budget_input],
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outputs=[gallery, status_display, receipt_display, progress_bar, audio_output, pdf_download]
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)
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reset_btn.click(
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fn=reset_ui,
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outputs=[gallery, status_display, receipt_display, progress_bar, audio_output, pdf_download]
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)
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app.launch()
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