app.py

import streamlit as st
from PIL import Image
import easyocr
import numpy as np

# Initialize EasyOCR Reader for specific languages
reader = easyocr.Reader(['en', 'ur'])  # Include 'ur' for Urdu

# Title
st.title("OCR App with EasyOCR")

# File uploader
uploaded_file = st.file_uploader("Upload an image", type=["jpg", "jpeg", "png"])

if uploaded_file is not None:
    # Open and display the image
    image = Image.open(uploaded_file)
    st.image(image, caption="Uploaded Image", use_column_width=True)
    
    # Convert to numpy array for OCR
    img_array = np.array(image)

    # Perform OCR
    with st.spinner("Processing..."):
        results = reader.readtext(img_array)
    
    # Display results
    detected_text = ""
    for (bbox, text, prob) in results:
        detected_text += f"{text} "
    
    st.write("Detected Text:", detected_text)