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1 Parent(s): 9cf4f19

Upload app and requirements

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Files changed (2) hide show
  1. app.py +27 -0
  2. requirements.txt +5 -0
app.py ADDED
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+ import gradio as gr
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+ from PIL import Image
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+ from smodel.llava_inference import LLaVAHelper
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+
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+ model = LLaVAHelper()
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+
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+ def answer_question(image, question):
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+ if image is None or question.strip() == "":
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+ return "Please upload an image and enter a question."
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+ return model.generate_answer(image, question)
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+
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+ demo = gr.Interface(
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+ fn=answer_question,
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+ inputs=[
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+ gr.Image(type="pil", label="Upload Public Transport Signage"),
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+ gr.Textbox(label="Ask a question (e.g., 'When is the next train to London?')")
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+ ],
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+ outputs=gr.Textbox(label="Answer"),
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+ title="UK Public Transport Assistant",
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+ description="Upload an image of UK public transport signage (like train timetables or metro maps), and ask a question related to it. Powered by LLaVA-1.5.",
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+ examples=[
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+ ["assets/example.jpg", "Where is platform 3?"],
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+ ]
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+ )
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+
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+ if __name__ == "__main__":
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+ demo.launch()
requirements.txt ADDED
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+ torch
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+ transformers
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+ accelerate
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+ gradio
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+ llava