ImagenToTexto.py

import cv2
import pytesseract
import gradio as gr

# ------------------------- Function to extract text from an image -------------------------
def extract_text_from_image(image):
    pytesseract.pytesseract.tesseract_cmd = r'C:\Program Files\Tesseract-OCR\tesseract.exe'
    gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)  # Convert the image from BGR to grayscale
    text = pytesseract.image_to_string(gray)  # Extract text from the grayscale image
    return text


#------------------------------- Graphic interface --------------------------------
# Define Gradio interface
iface = gr.Interface(
    fn=extract_text_from_image, 
    inputs=gr.Image(numpy="file", label="Upload Image"), 
    outputs="text",
    title="OCR APP ",
    description="Upload an image and we'll extract the text for you.",
    layout="unaligned",
)

# Launch Gradio Interface
iface.launch(share=True)