easyOCR 을 이용하여 한글을 추출해 보도록 하겠습니다.
결과 화면 보시고 분석하도록 할께요.
OCR 분석중
OCR 결과
OCR 해석하기 위한 프로그램 순서는 아래와 같습니다.
- 첨부파일 업로드
- 업로드된 첨부파일로 easyOCR 분석
- 분석완료된 결과 출력
해당 프로그램은 php 로 파일업로드 기능을 수행한 뒤
파이썬을 이용하여 OCR 분석한다.
index.php
<html>
<head>
<meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1">
<style>
.loader {
border: 16px solid #f3f3f3; /* Light grey */
border-top: 16px solid #3498db; /* Blue */
border-radius: 50%;
width: 120px;
height: 120px;
animation: spin 2s linear infinite;
}
@keyframes spin {
0% { transform: rotate(0deg); }
100% { transform: rotate(360deg); }
}
#result {
width:90%;
padding: 10px;
margin: 10px;
border: 1px solid red;
}
#result_explode {
width:90%;
padding: 10px;
margin: 10px;
border: 1px solid blue;
}
</style>
</head>
<body>
<!--
<form method="post" enctype="multipart/form-data" action="http://221.146.90.7/fileUpload.php">
<input type="file" name="file">
<input type="submit">
</form>
-->
<p><input type="file" name="sample_image" /> </p>
<div class="text-center" id="uploaded_image"></div>
<div class="text-center" id="result"></div>
<div class="text-center" id="result_explode"></div>
<div class="loader" id="loading" style="display:none"><br><br>OCR 분성중....<br>1분이상....<br>오래걸림</div>
<script>
const sample_image = document.getElementsByName('sample_image')[0];
sample_image.addEventListener('change', () => {
upload_image(sample_image.files[0]);
clear();
});
const upload_image = (file) => {
// check file type
if(!['image/jpeg', 'image/png'].includes(file.type))
{
document.getElementById('uploaded_image').innerHTML = '<div class="alert alert-danger">Only .jpg and .png image are allowed</div>';
document.getElementsByName('sample_image')[0].value = '';
return;
}
// check file size (< 2MB)
if(file.size > 2 * 1024 * 1024)
{
document.getElementById('uploaded_image').innerHTML = '<div class="alert alert-danger">File must be less than 2 MB</div>';
document.getElementsByName('sample_image')[0].value = '';
return;
}
const form_data = new FormData();
form_data.append('sample_image', file);
fetch("fileUpload.php", {
method:"POST",
body : form_data
}).then(function(response){
return response.json();
}).then(function(responseData){
document.getElementById('uploaded_image').innerHTML = '<img src="'+responseData.image_source+'" class="img-thumbnail" />';
document.getElementsByName('sample_image')[0].value = '';
easyOCR(responseData.image_source);
});
}
const clear =_=>{
document.getElementById('result').style.display = 'none';
document.getElementById('result_explode').style.display = 'none';
}
const show =_=>{
document.getElementById('result').style.display = 'block';
document.getElementById('result_explode').style.display = 'block';
}
const easyOCR = fn => {
document.getElementById('loading').style.display = 'block';
fetch("php_py_exec.php?"+new URLSearchParams({
fn: fn
}), {
method:"GET",
}).then(function(response) {
document.getElementById('loading').style.display = 'none';
return response.json();
}).then(function(responseData) {
show();
console.log(responseData.result);
console.log(responseData.result_explode);
document.getElementById('result').innerHTML = responseData.result;
document.getElementById('result_explode').innerHTML = responseData.result_explode;
});
}
</script>
</body>
</html>fileUpload.php
<?php
set_time_limit(0);
if(isset($_FILES['sample_image']))
{
$extension = pathinfo($_FILES['sample_image']['name'], PATHINFO_EXTENSION);
$new_name = time() . '.' . $extension;
move_uploaded_file($_FILES['sample_image']['tmp_name'], 'data/' . $new_name);
$data = array(
'image_source' => 'data/' . $new_name
);
echo json_encode($data);
}
/*
$fullPath = '/home/naya/www/data/example.jpeg';
exec("PYTHONIOENCODING=utf-8 python3 /home/naya/easyOCR-binary-centos-main/tests/php_client.py $fullPath 2>&1", $output);
$result = $output[0];
$arr2 = explode("),", $result);
print_r($arr2);
exit;
*/
/*
$allowedExts = array("gif", "jpeg", "jpg", "png");
if (isset($_FILES)) {
$file = $_FILES["file"];
$error = $file["error"];
$name = $file["name"];
$type = $file["type"];
$size = $file["size"];
$tmp_name = $file["tmp_name"];
if ( $error > 0 ) {
echo "Error: " . $error . "<br>";
}
else {
$temp = explode(".", $name);
$extension = end($temp);
if ( ($size/1024/1024) < 200. && in_array($extension, $allowedExts) ) {
//echo "Upload: " . $name . "<br>";
//echo "Type: " . $type . "<br>";
//echo "Size: " . ($size / 1024 / 1024) . " Mb<br>";
//echo "Stored in: " . $tmp_name;
if (file_exists("data/" . $name)) {
echo $name . " already exists. ";
}
else {
move_uploaded_file($tmp_name, "data/" . $name);
echo "Stored in: " . "data/" . $name;
}
}
else {
echo ($size/1024/1024) . " Mbyte is bigger than 2 Mb ";
echo $extension . "format file is not allowed to upload ! ";
}
}
}
else {
echo "File is not selected";
}
//Header("Location: php_py_exec.php?fn=$name");
*/
?>php_py_exec.php
<?php
set_time_limit(0);
$fn = $_GET['fn'];
$fullPath = '/home/ㅋㅋㅋ/www/'.$fn;
exec("PYTHONIOENCODING=utf-8 python3 /home/ㅋㅋㅋ/easyOCR-binary-centos-main/tests/php_client.py $fullPath 2>&1", $output);
$result = $output[0];
$arr2 = implode("<br>",explode("),", $result));
$res = [];
$res['result'] = $result;
$res['result_explode'] = $arr2;
echo json_encode($res);'프로그래밍 > Php' 카테고리의 다른 글
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