import streamlit as st from PIL import Image import pytesseract import io # Set Tesseract binary path for Hugging Face pytesseract.pytesseract.tesseract_cmd = "/usr/bin/tesseract" st.set_page_config(page_title="OCR – Image to Text", layout="centered") st.title("🖼️ OCR – Image to Text") st.write("Upload an image to extract text using Tesseract OCR.") uploaded_file = st.file_uploader("Choose an image", type=["png", "jpg", "jpeg"]) if uploaded_file: try: image = Image.open(io.BytesIO(uploaded_file.read())) st.image(image, caption="Uploaded Image", use_column_width=True) if st.button("Extract Text"): with st.spinner("Extracting text..."): extracted_text = pytesseract.image_to_string(image) st.success("Text extracted!") st.text_area("Extracted Text", extracted_text, height=300) except Exception as e: st.error(f"❌ Failed to process image: {e}") else: st.info("Please upload an image.")