HYTOS

def detect_text(path):

    """Detects text in the file."""

    from google.cloud import vision

    import cv2

    import numpy as np

    client = vision.ImageAnnotatorClient()

    with open(path, "rb") as image_file:

        content = image_file.read()

    _image = cv2.imread(path, 1)

    image = vision.Image(content=content)

    response = client.text_detection(image=image)

    #response = client.document_text_detection(image=image)

    texts = response.text_annotations

    #print("Texts:")

    for text in texts[1:]:

        #print(f'\n"{text.description}"')

        #vertices = [ f"({vertex.x},{vertex.y})" for vertex in text.bounding_poly.vertices ]

        #print("bounds: {}".format(",".join(vertices)))

        _vertices = [(vertex.x,vertex.y) for vertex in text.bounding_poly.vertices ]

        cv2.rectangle(_image, _vertices[0], _vertices[2], (100, 100, 100), 2)

        cv2.putText(_image, text.description, (_vertices[0][0], (_vertices[0][1] - 10)), cv2.FONT_HERSHEY_PLAIN, 1, (100, 100, 100), 1)

    cv2.imwrite(path.replace('test', 'test_res'), _image)

    if response.error.message:

        raise Exception(

            "{}\nFor more info on error messages, check: "

            "https://cloud.google.com/apis/design/errors".format(response.error.message)

        )

if __name__ == "__main__":

    import os

    path = 'E:\Projects\DTIPID\minorTools\gcloud'

    path = os.path.join(path, 'test.png')

    detect_text(path)