How to read or detect text from image using Google Vision API

How to read or detect text from image using Google Vision API

In this blog post, i will be able to allow you to skills to read content of images with Google Vision API.

Google Vision API can easily detect and extract text from a picture . There are two annotation features (TEXT_DETECTION, DOCUMENT_TEXT_DETECTION) that perform Optical Character Recognition and return the extracted text, if any.

In order to use Google Vision API, you'll need to create new project or select an existing project and enable the Vision API.

Below are the example to read the text from image using HTML, Css and PHP


<!DOCTYPE html>
<html>
<head>
    <title>How to read or detect text from image using Google Vision API </title>
</head>
<body>

    <form enctype="multipart/form-data" action="" method="POST">
        Choose an image to upload: <input name="image" type="file" /><br />
        <input type="submit" value="Upload Document" />
    </form>

<?php

$url = "https://vision.googleapis.com/v1/images:annotate?key={api_key}";
$detection_type = "TEXT_DETECTION";
$image_validation = array('image/jpeg','image/png','image/gif');

if($_FILES){

    // validate uploaded file for allowed mime type
    if(in_array($_FILES['image']['type'],$image_validation)){            

        // base64 encode image
        $image = file_get_contents($_FILES['image']['tmp_name']);
        $image_base64 = base64_encode($image);

        $json_request ='{
                  "requests": [
                    {
                    "image": {
                        "content":"' . $image_base64. '"
                      },
                      "features": [
                          {
                              "type": "' .$detection_type. '",
                              "maxResults": 200
                          }
                      ]
                    }
                ]
            }';

        $curl = curl_init();
        curl_setopt($curl, CURLOPT_URL, $url);
        curl_setopt($curl, CURLOPT_RETURNTRANSFER, true);
        curl_setopt($curl, CURLOPT_SSL_VERIFYPEER, false);
        curl_setopt($curl, CURLOPT_HTTPHEADER, array("Content-type: application/json"));
        curl_setopt($curl, CURLOPT_POST, true);
        curl_setopt($curl, CURLOPT_POSTFIELDS, $json_request);
        $json_response = curl_exec($curl);
        $status = curl_getinfo($curl, CURLINFO_HTTP_CODE);
        curl_close($curl);

        // verify if we got a correct response
        if ( $status != 200 ) {
            die("Something when wrong. Status code: $status" );
        }
        
        // create an image identifier for the uploaded file
        switch($_FILES['image']['type']){
            case 'image/jpeg':
                $im = imagecreatefromjpeg($_FILES['image']['tmp_name']);
                break;
            case 'image/png':
                $im = imagecreatefrompng($_FILES['image']['tmp_name']);
                break;
            case 'image/gif':
                $im = imagecreatefromgif($_FILES['image']['tmp_name']);
                break;
        }

        // transform the json response to an associative array
        $response = json_decode($json_response, true);            
        // display the first text annotation
        echo'<pre>';
        print_r($response['responses'][0]['textAnnotations'][0]['description']);
        echo'</pre>';
    
    }
    else{
        echo 'File type Invalied';
    }

    }
?>

</body>
</html>

Tags

  • How Google Vision API works

  • Google vision API pricing

  • Google vision API documentation

  • Google vision API demo
  • How to read or detect text from image using Google Vision API
  • Document text detection google vision

Related Posts

ChatGPT Solutions: Explore the Range of ChatGPT Services We Provide

ChatGPT Solutions: Explore the Range of ChatGPT Services We Provide

In today’s competitive digital world, businesses are under constant pressure to enhance communication, improve customer engagement, and streamline operations. Artificial Intelligence (AI), espec

Read More
Create Wikipedia Page For Your Company

Create Wikipedia Page For Your Company

Blazingcoders is a digital marketing company. well experienced in Wikipedia page creation for corporates. Wikipedia gets some great results on Google. It usually appears near to the top of Google sear

Read More
Top 10 Essential Tips for Website Design 2021: Reduce Your Website Bounce Rate?

Top 10 Essential Tips for Website Design 2021: Reduce Your Website Bounce Rate?

Introduction: If you are getting consistent traffic on your site however neglecting to transform those guests into clients, at that point the bounce rate can be the explanation for this issue. Boun

Read More