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Create app.py
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app.py
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import streamlit as st
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from PIL import Image
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import io
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from image_to_text import generate_initial_caption
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from caption_refiner import refine_caption
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from utils import load_image
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def main():
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st.set_page_config(page_title="Image Caption Generator", layout="wide")
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st.title("Image Caption Generator")
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uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "jpeg", "png"])
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if uploaded_file is not None:
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image = Image.open(uploaded_file)
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st.image(image, caption="Uploaded Image", use_column_width=True)
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if st.button("Generate Caption"):
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with st.spinner("Processing image..."):
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# Generate initial caption
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progress_bar = st.progress(0)
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initial_caption = generate_initial_caption(image)
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progress_bar.progress(50)
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# Refine caption
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final_caption = refine_caption(initial_caption)
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progress_bar.progress(100)
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st.success("Caption generated successfully!")
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st.write("Generated Caption:")
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st.write(final_caption)
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# Add copy button
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st.text_area("Copy caption", final_caption, height=100)
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# Add download button
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caption_bytes = final_caption.encode()
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st.download_button(
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label="Download Caption",
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data=caption_bytes,
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file_name="generated_caption.txt",
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mime="text/plain"
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)
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if __name__ == "__main__":
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main()
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