利用php与七牛云存储接口实现图片的人脸识别和图像搜索的方法
引言:
随着互联网的快速发展,图像处理技术越来越成熟,人脸识别和图像搜索已经成为了我们日常生活中不可或缺的一部分。本文将介绍如何利用PHP编程语言和七牛云存储接口,实现对图片进行人脸识别和图像搜索的功能。同时,还将提供相应的代码示例。
一、准备工作:
1.申请七牛云存储账户,并获取Access Key和Secret Key;
2.安装并配置PHP环境。
二、人脸识别功能实现:
1.上传图片到七牛云存储:
require_once('qiniu/autoload.php');
use QiniuAuth;
use QiniuStorageUploadManager;
$accessKey = '<your-access-key>';
$secretKey = '<your-secret-key>';
$bucket = '<your-bucket-name>';
$auth = new Auth($accessKey, $secretKey);
$token = $auth->uploadToken($bucket);
$uploadMgr = new UploadManager();
list($ret, $err) = $uploadMgr->putFile($token, 'uploadKey', 'localFilePath');
if ($err !== null) {
exit('上传失败:' . $err);
}2.调用七牛云存储的人脸识别API:
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$accessKeyId = '<your-access-key>';
$accessKeySecret = '<your-access-key-secret>';
$url = 'https://api.qiniu.com/face/detection/detect';
$body = array(
'data' => array(
'uri' => $ret['key'],
),
);
$content = json_encode($body);
$timestamp = time();
$signStr = $url . "
" . $content . "
" . $timestamp;
$sign = hash_hmac('sha1', $signStr, $accessKeySecret);
$header = array(
'AccessKey: ' . $accessKeyId,
'Content-Type: application/json',
'Timestamp: ' . $timestamp,
'Sign: ' . $sign,
);
$ch = curl_init();
curl_setopt($ch, CURLOPT_URL, $url);
curl_setopt($ch, CURLOPT_TIMEOUT, 30);
curl_setopt($ch, CURLOPT_RETURNTRANSFER, 1);
curl_setopt($ch, CURLOPT_HTTPHEADER, $header);
curl_setopt($ch, CURLOPT_POST, 1);
curl_setopt($ch, CURLOPT_POSTFIELDS, $content);
$response = curl_exec($ch);
if (curl_errno($ch) !== 0) {
exit('请求失败:' . curl_error($ch));
}
curl_close($ch);
$result = json_decode($response, true);
if ($result['code'] !== 0) {
exit('人脸识别失败:' . $result['message']);
}3.解析人脸识别结果:
$faces = $result['result']['faces'];
foreach ($faces as $face) {
$position = $face['position'];
$age = $face['age'];
$gender = $face['gender'];
//....
}三、图像搜索功能实现:
1.上传图片到七牛云存储:
(同人脸识别功能实现中的上传图片步骤)
2.调用七牛云存储的图像搜索API:
$accessKeyId = '<your-access-key>';
$accessKeySecret = '<your-access-key-secret>';
$url = 'https://api.qiniu.com/image/v2/search';
$body = array(
'data' => array(
'uri' => $ret['key'],
'limit' => 10, // 设置返回结果的数量
),
);
$content = json_encode($body);
$timestamp = time();
$signStr = $url . "
" . $content . "
" . $timestamp;
$sign = hash_hmac('sha1', $signStr, $accessKeySecret);
$header = array(
'AccessKey: ' . $accessKeyId,
'Content-Type: application/json',
'Timestamp: ' . $timestamp,
'Sign: ' . $sign,
);
$ch = curl_init();
curl_setopt($ch, CURLOPT_URL, $url);
curl_setopt($ch, CURLOPT_TIMEOUT, 30);
curl_setopt($ch, CURLOPT_RETURNTRANSFER, 1);
curl_setopt($ch, CURLOPT_HTTPHEADER, $header);
curl_setopt($ch, CURLOPT_POST, 1);
curl_setopt($ch, CURLOPT_POSTFIELDS, $content);
$response = curl_exec($ch);
if (curl_errno($ch) !== 0) {
exit('请求失败:' . curl_error($ch));
}
curl_close($ch);
$result = json_decode($response, true);
if ($result['code'] !== 0) {
exit('图像搜索失败:' . $result['message']);
}3.解析图像搜索结果:
$items = $result['result']['items'];
foreach ($items as $item) {
$score = $item['score'];
$key = $item['key'];
//....
}结束语:
通过使用PHP与七牛云存储接口,我们可以轻松实现图片的人脸识别和图像搜索功能。通过以上代码示例,我们可以了解到如何上传图片到七牛云存储,并通过调用相关API来实现人脸识别和图像搜索功能。希望这篇文章能对读者理解和使用PHP与七牛云存储接口有所帮助。
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