ocr.py

import requests
import uuid
import time
import base64
import json

api_url = '<YOUR_API_URL>'
secret_key = '<YOUR_SECERET_KEY>'
# image_url = 'YOUR_IMAGE_URL'
image_file = 'korean.jpg'
with open(image_file,'rb') as f:
    file_data = f.read()

request_json = {
    'images': [
        {
            'format': 'jpg',
            'name': 'demo',
            'data': base64.b64encode(file_data).decode(),
        }
    ],
    'requestId': str(uuid.uuid4()),
    'version': 'V2',
    'timestamp': int(round(time.time() * 1000))
}

payload = json.dumps(request_json).encode('UTF-8')
headers = {
  'X-OCR-SECRET': secret_key,
  'Content-Type': 'application/json'
}

response = requests.request("POST", api_url, headers=headers, data = payload)
result = json.loads(response.text)
extracted_text = ''
for box in result['images'][0]['fields']:
    extracted_text+=box['inferText'] +" "
extracted_text