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Verified signatureimport streamlit as st from PIL import Image from ocr_utils import extract_text from ocr_utils import highlight_content import numpy as np # Streamlit application title st.title("OCR and Keyword Search Application") st.write("Upload an image containing Hindi and English text to extract and search within the text.") # File uploader for image uploaded_file = st.file_uploader("Upload Image", type=["jpg", "jpeg", "png"]) if uploaded_file is not None: # Open the uploaded image using PIL image = Image.open(uploaded_file) st.image(image, caption='Uploaded Image', use_column_width=True) # Convert the image to a NumPy array image_np = np.array(image) # Perform OCR on the uploaded image using the utility function full_text = extract_text(image_np) # Display the extracted text st.subheader("Extracted Text") st.write(full_text) # Text input for keyword search keyword = st.text_input("Enter Keyword to Search") # Highlight the keyword in the…1b2f4fa -
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