import base64
import io


def image_to_base64(image):
    """Convert PIL Image to base64 encoded string"""
    img_byte_arr = io.BytesIO()
    image.save(img_byte_arr, format="JPEG")
    return base64.b64encode(img_byte_arr.getvalue()).decode("utf-8")