| | import google.generativeai as genai |
| | from PIL import Image |
| | import streamlit as st |
| | import io |
| |
|
| | from ocr_utils import extract_text |
| |
|
| |
|
| |
|
| | from ocr_utils import extract_text |
| | |
| |
|
| | |
| | st.title("OCR Text Extraction from Images") |
| |
|
| | |
| | uploaded_file = st.file_uploader( |
| | "Upload an Image", type=["jpg", "jpeg", "png"]) |
| |
|
| | if uploaded_file is not None: |
| | |
| | image = Image.open(uploaded_file) |
| | st.image(image, caption='Uploaded Image', use_column_width=True) |
| |
|
| | |
| | full_text = extract_text(image) |
| |
|
| | |
| | st.subheader("Extracted Text") |
| | st.write(full_text) |
| |
|
| | |
| | keyword = st.text_input("Enter Keyword to Search") |
| | |
| |
|
| | if keyword: |
| | if keyword in full_text: |
| | highlighted_text = full_text.replace( |
| | keyword, f"<mark style='background-color: yellow; color: black;'>{keyword}</mark>") |
| | st.subheader("Highlighted Search Results") |
| | st.markdown(highlighted_text, unsafe_allow_html=True) |
| | else: |
| | st.subheader("Highlighted Search Results") |
| | st.write(f"The keyword '{keyword}' was not found in the text.") |
| | else: |
| | st.subheader("Highlighted Search Results") |
| | st.write("No keyword entered for highlighting.") |
| |
|