vision_api.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from enum import Enum\n",
    "import io\n",
    "\n",
    "from google.cloud import vision\n",
    "from PIL import Image, ImageDraw"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "os.environ[\"GOOGLE_APPLICATION_CREDENTIALS\"]=r\"google_vision.json\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "class FeatureType(Enum):\n",
    "    PAGE = 1\n",
    "    BLOCK = 2\n",
    "    PARA = 3\n",
    "    WORD = 4\n",
    "    SYMBOL = 5\n",
    "\n",
    "\n",
    "def draw_boxes(image, bounds, color):\n",
    "    \"\"\"Draw a border around the image using the hints in the vector list.\"\"\"\n",
    "    draw = ImageDraw.Draw(image)\n",
    "\n",
    "    for bound in bounds:\n",
    "        draw.polygon([\n",
    "            bound.vertices[0].x, bound.vertices[0].y,\n",
    "            bound.vertices[1].x, bound.vertices[1].y,\n",
    "            bound.vertices[2].x, bound.vertices[2].y,\n",
    "            bound.vertices[3].x, bound.vertices[3].y], None, color)\n",
    "    return image\n",
    "\n",
    "\n",
    "def get_document_bounds(image_file, feature):\n",
    "    # [START vision_document_text_tutorial_detect_bounds]\n",
    "    \"\"\"Returns document bounds given an image.\"\"\"\n",
    "    client = vision.ImageAnnotatorClient()\n",
    "\n",
    "    bounds = []\n",
    "\n",
    "    with io.open(image_file, 'rb') as image_file:\n",
    "        content = image_file.read()\n",
    "\n",
    "    image = vision.Image(content=content)\n",
    "\n",
    "    response = client.document_text_detection(image=image)\n",
    "    document = response.full_text_annotation\n",
    "\n",
    "    # Collect specified feature bounds by enumerating all document features\n",
    "    for page in document.pages:\n",
    "        for block in page.blocks:\n",
    "            for paragraph in block.paragraphs:\n",
    "                for word in paragraph.words:\n",
    "                    for symbol in word.symbols:\n",
    "                        if (feature == FeatureType.SYMBOL):\n",
    "                            bounds.append(symbol.bounding_box)\n",
    "\n",
    "                    if (feature == FeatureType.WORD):\n",
    "                        bounds.append(word.bounding_box)\n",
    "\n",
    "                if (feature == FeatureType.PARA):\n",
    "                    bounds.append(paragraph.bounding_box)\n",
    "\n",
    "            if (feature == FeatureType.BLOCK):\n",
    "                bounds.append(block.bounding_box)\n",
    "\n",
    "    # The list `bounds` contains the coordinates of the bounding boxes.\n",
    "    # [END vision_document_text_tutorial_detect_bounds]\n",
    "    return bounds\n",
    "\n",
    "\n",
    "def render_doc_text(filein, fileout):\n",
    "    image = Image.open(filein)\n",
    "    bounds = get_document_bounds(filein, FeatureType.BLOCK)\n",
    "    draw_boxes(image, bounds, 'blue')\n",
    "    bounds = get_document_bounds(filein, FeatureType.PARA)\n",
    "    draw_boxes(image, bounds, 'red')\n",
    "    bounds = get_document_bounds(filein, FeatureType.WORD)\n",
    "    draw_boxes(image, bounds, 'yellow')\n",
    "\n",
    "    if fileout != 0:\n",
    "        image.save(fileout)\n",
    "    else:\n",
    "        image.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "ename": "PermissionDenied",
     "evalue": "403 This API method requires billing to be enabled. Please enable billing on project #821626037206 by visiting https://console.developers.google.com/billing/enable?project=821626037206 then retry. If you enabled billing for this project recently, wait a few minutes for the action to propagate to our systems and retry.",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31m_InactiveRpcError\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32mE:\\Users\\abdul.qyum\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\google\\api_core\\grpc_helpers.py\u001b[0m in \u001b[0;36merror_remapped_callable\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m     66\u001b[0m         \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 67\u001b[1;33m             \u001b[1;32mreturn\u001b[0m \u001b[0mcallable_\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     68\u001b[0m         \u001b[1;32mexcept\u001b[0m \u001b[0mgrpc\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mRpcError\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mexc\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\Users\\abdul.qyum\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\grpc\\_channel.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, request, timeout, metadata, credentials, wait_for_ready, compression)\u001b[0m\n\u001b[0;32m    922\u001b[0m                                       wait_for_ready, compression)\n\u001b[1;32m--> 923\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[0m_end_unary_response_blocking\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mstate\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcall\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;32mFalse\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    924\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\Users\\abdul.qyum\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\grpc\\_channel.py\u001b[0m in \u001b[0;36m_end_unary_response_blocking\u001b[1;34m(state, call, with_call, deadline)\u001b[0m\n\u001b[0;32m    825\u001b[0m     \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 826\u001b[1;33m         \u001b[1;32mraise\u001b[0m \u001b[0m_InactiveRpcError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mstate\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    827\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31m_InactiveRpcError\u001b[0m: <_InactiveRpcError of RPC that terminated with:\n\tstatus = StatusCode.PERMISSION_DENIED\n\tdetails = \"This API method requires billing to be enabled. Please enable billing on project #821626037206 by visiting https://console.developers.google.com/billing/enable?project=821626037206 then retry. If you enabled billing for this project recently, wait a few minutes for the action to propagate to our systems and retry.\"\n\tdebug_error_string = \"{\"created\":\"@1621847581.706000000\",\"description\":\"Error received from peer ipv4:142.250.183.234:443\",\"file\":\"src/core/lib/surface/call.cc\",\"file_line\":1063,\"grpc_message\":\"This API method requires billing to be enabled. Please enable billing on project #821626037206 by visiting https://console.developers.google.com/billing/enable?project=821626037206 then retry. If you enabled billing for this project recently, wait a few minutes for the action to propagate to our systems and retry.\",\"grpc_status\":7}\"\n>",
      "\nThe above exception was the direct cause of the following exception:\n",
      "\u001b[1;31mPermissionDenied\u001b[0m                          Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-4-939eab042cb6>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      3\u001b[0m     \u001b[0mout_file\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m\"E:/ssl_invoice/vision_api/\"\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 5\u001b[1;33m     \u001b[0mrender_doc_text\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdetect_file\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mout_file\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32m<ipython-input-3-74633b2ee8ee>\u001b[0m in \u001b[0;36mrender_doc_text\u001b[1;34m(filein, fileout)\u001b[0m\n\u001b[0;32m     60\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mrender_doc_text\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfilein\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfileout\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     61\u001b[0m     \u001b[0mimage\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mImage\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfilein\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 62\u001b[1;33m     \u001b[0mbounds\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mget_document_bounds\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfilein\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mFeatureType\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mBLOCK\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     63\u001b[0m     \u001b[0mdraw_boxes\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mimage\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbounds\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'blue'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     64\u001b[0m     \u001b[0mbounds\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mget_document_bounds\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfilein\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mFeatureType\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mPARA\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m<ipython-input-3-74633b2ee8ee>\u001b[0m in \u001b[0;36mget_document_bounds\u001b[1;34m(image_file, feature)\u001b[0m\n\u001b[0;32m     32\u001b[0m     \u001b[0mimage\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mvision\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mImage\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcontent\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mcontent\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     33\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 34\u001b[1;33m     \u001b[0mresponse\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mclient\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdocument_text_detection\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mimage\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mimage\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     35\u001b[0m     \u001b[0mdocument\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mresponse\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfull_text_annotation\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     36\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\Users\\abdul.qyum\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\google\\cloud\\vision_helpers\\decorators.py\u001b[0m in \u001b[0;36minner\u001b[1;34m(self, image, max_results, retry, timeout, metadata, **kwargs)\u001b[0m\n\u001b[0;32m    111\u001b[0m         \u001b[0mrequest\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mdict\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mimage\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mimage\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfeatures\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mcopied_features\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    112\u001b[0m         response = self.annotate_image(\n\u001b[1;32m--> 113\u001b[1;33m             \u001b[0mrequest\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mretry\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mretry\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtimeout\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmetadata\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmetadata\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    114\u001b[0m         )\n\u001b[0;32m    115\u001b[0m         \u001b[1;32mreturn\u001b[0m \u001b[0mresponse\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\Users\\abdul.qyum\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\google\\cloud\\vision_helpers\\__init__.py\u001b[0m in \u001b[0;36mannotate_image\u001b[1;34m(self, request, retry, timeout, metadata)\u001b[0m\n\u001b[0;32m     75\u001b[0m             \u001b[0mrequest\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfeatures\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_get_all_features\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     76\u001b[0m         r = self.batch_annotate_images(\n\u001b[1;32m---> 77\u001b[1;33m             \u001b[0mrequests\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mrequest\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mretry\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mretry\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtimeout\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmetadata\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmetadata\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     78\u001b[0m         )\n\u001b[0;32m     79\u001b[0m         \u001b[1;32mreturn\u001b[0m \u001b[0mr\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mresponses\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\Users\\abdul.qyum\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\google\\cloud\\vision_v1\\services\\image_annotator\\client.py\u001b[0m in \u001b[0;36mbatch_annotate_images\u001b[1;34m(self, request, requests, retry, timeout, metadata)\u001b[0m\n\u001b[0;32m    432\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    433\u001b[0m         \u001b[1;31m# Send the request.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 434\u001b[1;33m         \u001b[0mresponse\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mrpc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrequest\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mretry\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mretry\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtimeout\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmetadata\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmetadata\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    435\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    436\u001b[0m         \u001b[1;31m# Done; return the response.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\Users\\abdul.qyum\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\google\\api_core\\gapic_v1\\method.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m    143\u001b[0m             \u001b[0mkwargs\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m\"metadata\"\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mmetadata\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    144\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 145\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[0mwrapped_func\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    146\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    147\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\Users\\abdul.qyum\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\google\\api_core\\grpc_helpers.py\u001b[0m in \u001b[0;36merror_remapped_callable\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m     67\u001b[0m             \u001b[1;32mreturn\u001b[0m \u001b[0mcallable_\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     68\u001b[0m         \u001b[1;32mexcept\u001b[0m \u001b[0mgrpc\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mRpcError\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mexc\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 69\u001b[1;33m             \u001b[0msix\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mraise_from\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mexceptions\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfrom_grpc_error\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mexc\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mexc\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     70\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     71\u001b[0m     \u001b[1;32mreturn\u001b[0m \u001b[0merror_remapped_callable\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\Users\\abdul.qyum\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\six.py\u001b[0m in \u001b[0;36mraise_from\u001b[1;34m(value, from_value)\u001b[0m\n",
      "\u001b[1;31mPermissionDenied\u001b[0m: 403 This API method requires billing to be enabled. Please enable billing on project #821626037206 by visiting https://console.developers.google.com/billing/enable?project=821626037206 then retry. If you enabled billing for this project recently, wait a few minutes for the action to propagate to our systems and retry."
     ]
    }
   ],
   "source": [
    "if __name__ == '__main__':\n",
    "    detect_file=\"E:/ssl_invoice/data/invoice-1.jpg\"\n",
    "    out_file=\"E:/ssl_invoice/vision_api/\"\n",
    "\n",
    "    render_doc_text(detect_file,out_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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