app.py

import streamlit as st
from PIL import Image
import pytesseract

pytesseract.pytesseract.tesseract_cmd = "/opt/homebrew/bin/tesseract"

def extract_text(image):
    try:
        text = pytesseract.image_to_string(image, lang='eng',config='--psm 1')
        return text
    except Exception as e:
        return str(e)

def main():
    st.title("Text Extraction from Image in English and Tamil")
    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)

        text = extract_text(image)

        st.success("Text extracted successfully!")
        st.header("Extracted Text:")
        st.write(text)

if __name__ == "__main__":
    main()