import streamlit as st
import easyocr
import io
from PIL import Image

# Initialize the EasyOCR reader
reader = easyocr.Reader(['en'])

# Function to extract text from image
def extract_text_from_image(image):
    result = reader.readtext(image)
    extracted_text = "\n".join([text[1] for text in result])
    return extracted_text

# Streamlit interface
st.title("OCR Text Extraction with EasyOCR")
uploaded_file = st.file_uploader("Upload an image (JPG, PNG, etc.)", type=["jpg", "png"])

if uploaded_file:
    # Read the image file
    image = Image.open(uploaded_file)
    # Extract text from the image
    extracted_text = extract_text_from_image(image)
    
    st.subheader("Extracted Text:")
    st.write(extracted_text)