import gradio as gr
from PIL import Image
import pytesseract


def recognize_text(image):
    img = Image.fromarray(image.astype('uint8'), 'RGB')
    text = pytesseract.image_to_string(img)
    return text


input_image = gr.inputs.Image()
output_text = gr.outputs.Textbox()

interface = gr.Interface(
    fn=recognize_text,
    inputs=input_image,
    outputs=output_text,
    title='Image Text Recognition',
    description='Upload an image to recognize text from it.',
    examples=[['image/image4.jpg']],
    allow_flagging=False
)

if __name__ == '__main__':
    interface.launch(share=True)