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| import os | |
| import streamlit as st | |
| from pdf2image import convert_from_path | |
| # Path to your PDF file | |
| pdf_path = "path_to_your_pdf.pdf" | |
| # Path to Poppler binary (optional if already in PATH) | |
| poppler_path = r"C:\path\to\poppler\bin" # Update this path as needed | |
| try: | |
| # Convert PDF to images | |
| images = convert_from_path(pdf_path, poppler_path=poppler_path) | |
| print(f"Converted {len(images)} pages to images successfully!") | |
| except Exception as e: | |
| print(f"An error occurred: {e}") | |
| # Function to extract text from an image-based PDF | |
| def extract_text_from_image_pdf(pdf_path): | |
| images = convert_from_path(pdf_path, poppler_path=POPPLER_PATH) | |
| extracted_text = [] | |
| for page_num, image in enumerate(images, start=1): | |
| text = pytesseract.image_to_string(image) | |
| extracted_text.append(f"Page {page_num}:\n{text}") | |
| return "\n".join(extracted_text) | |
| # Function to save extracted text to a Word file | |
| def save_text_to_word(text, output_path): | |
| doc = Document() | |
| doc.add_paragraph(text) | |
| doc.save(output_path) | |
| # Function to save extracted text to an Excel file | |
| def save_text_to_excel(text, output_path): | |
| data = {"Text": text.split("\n")} | |
| df = pd.DataFrame(data) | |
| df.to_excel(output_path, index=False) | |
| def main(): | |
| st.title("PDF Image to Text Converter") | |
| st.write("Upload an image-based PDF to extract text and save as text, Word, or Excel format.") | |
| uploaded_file = st.file_uploader("Upload PDF", type=["pdf"]) | |
| if uploaded_file is not None: | |
| with st.spinner("Processing..."): | |
| tmp_file_path = "uploaded_file.pdf" | |
| with open(tmp_file_path, "wb") as f: | |
| f.write(uploaded_file.read()) | |
| try: | |
| extracted_text = extract_text_from_image_pdf(tmp_file_path) | |
| st.success("Text extracted successfully!") | |
| st.text_area("Extracted Text", extracted_text, height=300) | |
| # Options to download text in different formats | |
| if st.button("Download as Word"): | |
| save_text_to_word(extracted_text, "output.docx") | |
| st.download_button("Download Word File", open("output.docx", "rb"), "output.docx") | |
| if st.button("Download as Excel"): | |
| save_text_to_excel(extracted_text, "output.xlsx") | |
| st.download_button("Download Excel File", open("output.xlsx", "rb"), "output.xlsx") | |
| except Exception as e: | |
| st.error(f"An error occurred: {e}") | |
| finally: | |
| if os.path.exists(tmp_file_path): | |
| os.remove(tmp_file_path) | |
| if __name__ == "__main__": | |
| main() | |