图片审核 文本审核测试类

This commit is contained in:
bao
2025-12-18 21:37:46 +08:00
parent 0d1a21d2ef
commit e61c31ae23
8 changed files with 758 additions and 4 deletions

28
pom.xml
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@@ -73,6 +73,34 @@
<version>1.2.83</version>
</dependency>
<dependency>
<groupId>com.aliyun</groupId>
<artifactId>aliyun-java-sdk-core</artifactId>
<version>4.6.3</version>
</dependency>
<dependency>
<groupId>com.aliyun</groupId>
<artifactId>aliyun-java-sdk-green</artifactId>
<version>3.4.2</version>
</dependency>
<dependency>
<groupId>com.aliyun</groupId>
<artifactId>imageaudit20191230</artifactId>
<version>2.0.6</version>
</dependency>
<dependency>
<groupId>com.aliyun</groupId>
<artifactId>tea-openapi</artifactId>
<version>0.2.8</version>
</dependency>
<dependency>
<groupId>com.aliyun</groupId>
<artifactId>teautil</artifactId>
<version>0.2.16</version>
</dependency>
</dependencies>
<dependencyManagement>
<dependencies>

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@@ -0,0 +1,108 @@
package com.bao.dating.common.aliyun;
import com.alibaba.fastjson.JSON;
import com.aliyun.imageaudit20191230.models.ScanImageRequest;
import com.aliyun.imageaudit20191230.models.ScanImageResponse;
import com.aliyun.imageaudit20191230.models.ScanImageResponseBody;
import lombok.Getter;
import lombok.Setter;
import org.springframework.boot.context.properties.ConfigurationProperties;
import org.springframework.stereotype.Component;
import java.util.*;
@Getter
@Setter
@Component
@ConfigurationProperties(prefix = "aliyun")
public class GreenImageScan {
private String accessKeyId;
private String secret;
private String scenes;
public Map imageScan(List<String> imageList) throws Exception {
com.aliyun.teaopenapi.models.Config config = new com.aliyun.teaopenapi.models.Config()
.setAccessKeyId(accessKeyId)
.setAccessKeySecret(secret);
// 访问的域名
config.endpoint = "imageaudit.cn-shanghai.aliyuncs.com";
com.aliyun.imageaudit20191230.Client client = new com.aliyun.imageaudit20191230.Client(config);
List<ScanImageRequest.ScanImageRequestTask> taskList = new ArrayList<>();
for (String img: imageList) {
ScanImageRequest.ScanImageRequestTask task = new ScanImageRequest.ScanImageRequestTask();
task.setImageURL(img); // 修复直接使用图片URL而不是转换为字符数组 task.setDataId(UUID.randomUUID().toString());
task.setImageTimeMillisecond(1L);
task.setInterval(1);
task.setMaxFrames(1);
taskList.add(task);
}
//场景
List<String> sceneList = new ArrayList<>();
// 移除了不支持的"antispam"场景,使用支持的场景
sceneList.add("porn"); // 涉黄识别
sceneList.add("terrorism"); // 暴恐识别
sceneList.add("ad"); // 图片广告
sceneList.add("live"); // 不良场景
sceneList.add("logo"); // logo识别
com.aliyun.imageaudit20191230.models.ScanImageRequest scanImageRequest = new com.aliyun.imageaudit20191230.models.ScanImageRequest()
.setTask(taskList)
.setScene(sceneList);
com.aliyun.teautil.models.RuntimeOptions runtime = new com.aliyun.teautil.models.RuntimeOptions();
try {
ScanImageResponse scanImageResponse = client.scanImageWithOptions(scanImageRequest, runtime);
Map<String, String> resultMap = new HashMap<>();
if (scanImageResponse.getStatusCode() == 200) {
List<ScanImageResponseBody.ScanImageResponseBodyDataResultsSubResults> subResults = scanImageResponse.body.data.results.get(0).getSubResults();
ListIterator<ScanImageResponseBody.ScanImageResponseBodyDataResultsSubResults> listIterator = subResults.listIterator();
while (listIterator.hasNext()) {
ScanImageResponseBody.ScanImageResponseBodyDataResultsSubResults item = listIterator.next();
/* System.out.println("scene = [" + item.scene + "]");
System.out.println("suggestion = [" + item.suggestion + "]");
System.out.println("label = [" + item.label + "]");*/
if (!item.suggestion.equals("pass")) {
resultMap.put("suggestion", item.suggestion);
resultMap.put("label", item.label);
return resultMap;
}
}
// 所有审核项都通过时返回pass结果
resultMap.put("suggestion", "pass");
resultMap.put("label", "normal");
return resultMap;
} else {
/* *
* 表明请求整体处理失败,原因视具体的情况详细分析
*/
System.out.println("the whole image scan request failed. response:" + JSON.toJSONString(scanImageResponse));
return null;
}
} catch (com.aliyun.tea.TeaException teaException) {
// 获取整体报错信息
System.out.println(com.aliyun.teautil.Common.toJSONString(teaException));
// 获取单个字段
System.out.println(teaException.getCode());
return null;
} catch (Exception e) {
e.printStackTrace();
return null;
}
/* Map<String, String> resultMap = new HashMap<>();
resultMap.put("suggestion", "pass");
return resultMap;*/
}
}

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@@ -0,0 +1,127 @@
package com.bao.dating.common.aliyun;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONObject;
import com.aliyun.green20220302.Client;
import com.aliyun.green20220302.models.TextModerationRequest;
import com.aliyun.green20220302.models.TextModerationResponse;
import com.aliyun.green20220302.models.TextModerationResponseBody;
import com.aliyun.teaopenapi.models.Config;
import com.aliyun.teautil.models.RuntimeOptions;
import lombok.Getter;
import lombok.Setter;
import org.springframework.boot.context.properties.ConfigurationProperties;
import org.springframework.stereotype.Component;
import java.util.HashMap;
import java.util.Map;
@Getter
@Setter
@Component
@ConfigurationProperties(prefix = "aliyun")
public class GreenTextScan {
private String accessKeyId;
private String secret;
public Map greeTextScan(String content) throws Exception {
// accessKeyId = "LTAI5tKo9TpWH1aW6JxWm1Gp";
// secret = "LHk9DdHECKCwIdaIM9fkGgEuowt18W";
Config config = new Config();
config.setAccessKeyId(accessKeyId);
config.setAccessKeySecret(secret);
//接入区域和地址请根据实际情况修改
config.setRegionId("cn-shanghai");
config.setEndpoint("green-cip.cn-shanghai.aliyuncs.com");
//连接时超时时间单位毫秒ms
config.setReadTimeout(6000);
//读取时超时时间单位毫秒ms
config.setConnectTimeout(3000);
Client client = new Client(config);
// 创建RuntimeObject实例并设置运行参数。
RuntimeOptions runtime = new RuntimeOptions();
runtime.readTimeout = 10000;
runtime.connectTimeout = 10000;
//检测参数构造
JSONObject serviceParameters = new JSONObject();
serviceParameters.put("content", content);
//检测结果构造
Map<String,String> resultMap = new HashMap<>();
if (serviceParameters.get("content") == null || serviceParameters.getString("content").trim().length() == 0) {
resultMap.put("suggestion","检测内容为空");
System.out.println("text moderation content is empty");
return resultMap;
}
TextModerationRequest textModerationRequest = new TextModerationRequest();
/*
文本检测service内容安全控制台文本增强版规则配置的serviceCode示例chat_detection
*/
textModerationRequest.setService("comment_detection");
textModerationRequest.setServiceParameters(serviceParameters.toJSONString());
try {
// 调用方法获取检测结果。
TextModerationResponse response = client.textModerationWithOptions(textModerationRequest, runtime);
// 自动路由。
if (response != null) {
// 服务端错误区域切换到cn-beijing。
if (500 == response.getStatusCode()) {
// 接入区域和地址请根据实际情况修改。
config.setRegionId("cn-beijing");
config.setEndpoint("green-cip.cn-beijing.aliyuncs.com");
client = new Client(config);
response = client.textModerationWithOptions(textModerationRequest, runtime);
}
}
// 打印检测结果。
if (response != null) {
if (response.getStatusCode() == 200) {
TextModerationResponseBody result = response.getBody();
System.out.println(JSON.toJSONString(result));
// 直接使用JSON解析来获取code值避免类型不匹配问题
JSONObject resultJson = JSON.parseObject(JSON.toJSONString(result));
String code = resultJson.getString("code");
if (code != null && "200".equals(code)) {
TextModerationResponseBody.TextModerationResponseBodyData data = result.getData();
if (data.getLabels().isEmpty() && data.getReason().isEmpty()) {
resultMap.put("suggestion", "pass");
}else {
resultMap.put("suggestion","block");
resultMap.put("labels",data.getLabels());
resultMap.put("reason", data.getReason());
}
System.out.println("labels = [" + data.getLabels() + "]");
System.out.println("reason = [" + data.getReason() + "]");
} else {
System.out.println("text moderation not success. code:" + code);
}
} else {
System.out.println("response not success. status:" + response.getStatusCode());
}
}
} catch (Exception e) {
e.printStackTrace();
}
return resultMap;
}
}

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@@ -0,0 +1,195 @@
package com.bao.dating.common.aliyun.util;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONObject;
import com.aliyun.oss.OSSClient;
import com.aliyun.oss.model.ObjectMetadata;
import com.aliyun.oss.model.PutObjectResult;
import com.aliyuncs.DefaultAcsClient;
import com.aliyuncs.IAcsClient;
import com.aliyuncs.green.model.v20180509.UploadCredentialsRequest;
import com.aliyuncs.http.FormatType;
import com.aliyuncs.http.HttpResponse;
import com.aliyuncs.http.ProtocolType;
import com.aliyuncs.profile.IClientProfile;
import java.io.ByteArrayInputStream;
import java.io.File;
import java.io.FileInputStream;
import java.util.HashMap;
import java.util.Map;
import java.util.UUID;
/**
* 用于本地图片文件检测时,上传本地图片
*/
public class ClientUploader {
private IClientProfile profile;
private volatile UploadCredentials uploadCredentials;
private Map<String, String> headers;
private String prefix;
private boolean internal = false;
private Object lock = new Object();
private ClientUploader(IClientProfile profile, String prefix, boolean internal) {
this.profile = profile;
this.uploadCredentials = null;
this.headers = new HashMap<String, String>();
this.prefix = prefix;
this.internal = internal;
}
public static ClientUploader getImageClientUploader(IClientProfile profile, boolean internal){
return new ClientUploader(profile, "images", internal);
}
public static ClientUploader getVideoClientUploader(IClientProfile profile, boolean internal){
return new ClientUploader(profile, "videos", internal);
}
public static ClientUploader getVoiceClientUploader(IClientProfile profile, boolean internal){
return new ClientUploader(profile, "voices", internal);
}
public static ClientUploader getFileClientUploader(IClientProfile profile, boolean internal){
return new ClientUploader(profile, "files", internal);
}
/**
* 上传并获取上传后的图片链接
* @param filePath
* @return
*/
public String uploadFile(String filePath){
FileInputStream inputStream = null;
OSSClient ossClient = null;
try {
File file = new File(filePath);
UploadCredentials uploadCredentials = getCredentials();
if(uploadCredentials == null){
throw new RuntimeException("can not get upload credentials");
}
ObjectMetadata meta = new ObjectMetadata();
meta.setContentLength(file.length());
inputStream = new FileInputStream(file);
ossClient = new OSSClient(getOssEndpoint(uploadCredentials), uploadCredentials.getAccessKeyId(), uploadCredentials.getAccessKeySecret(), uploadCredentials.getSecurityToken());
String object = uploadCredentials.getUploadFolder() + '/' + this.prefix + '/' + String.valueOf(filePath.hashCode());
PutObjectResult ret = ossClient.putObject(uploadCredentials.getUploadBucket(), object, inputStream, meta);
return "oss://" + uploadCredentials.getUploadBucket() + "/" + object;
} catch (Exception e) {
throw new RuntimeException("upload file fail.", e);
} finally {
if(ossClient != null){
ossClient.shutdown();
}
if(inputStream != null){
try {
inputStream.close();
}catch (Exception e){
}
}
}
}
private String getOssEndpoint(UploadCredentials uploadCredentials){
if(this.internal){
return uploadCredentials.getOssInternalEndpoint();
}else{
return uploadCredentials.getOssEndpoint();
}
}
/**
* 上传并获取上传后的图片链接
* @param bytes
* @return
*/
public String uploadBytes(byte[] bytes){
OSSClient ossClient = null;
try {
UploadCredentials uploadCredentials = getCredentials();
if(uploadCredentials == null){
throw new RuntimeException("can not get upload credentials");
}
ossClient = new OSSClient(getOssEndpoint(uploadCredentials), uploadCredentials.getAccessKeyId(), uploadCredentials.getAccessKeySecret(), uploadCredentials.getSecurityToken());
String object = uploadCredentials.getUploadFolder() + '/' + this.prefix + '/' + UUID.randomUUID().toString();
PutObjectResult ret = ossClient.putObject(uploadCredentials.getUploadBucket(), object, new ByteArrayInputStream(bytes));
return "oss://" + uploadCredentials.getUploadBucket() + "/" + object;
} catch (Exception e) {
throw new RuntimeException("upload file fail.", e);
} finally {
if(ossClient != null){
ossClient.shutdown();
}
}
}
public void addHeader(String key, String value){
this.headers.put(key, value);
}
private UploadCredentials getCredentials() throws Exception{
if(this.uploadCredentials == null || this.uploadCredentials.getExpiredTime() < System.currentTimeMillis()){
synchronized(lock){
if(this.uploadCredentials == null || this.uploadCredentials.getExpiredTime() < System.currentTimeMillis()){
this.uploadCredentials = getCredentialsFromServer();
}
}
}
return this.uploadCredentials;
}
/**
* 从服务器端获取上传凭证
* @return
* @throws Exception
*/
private UploadCredentials getCredentialsFromServer() throws Exception{
UploadCredentialsRequest uploadCredentialsRequest = new UploadCredentialsRequest();
uploadCredentialsRequest.setAcceptFormat(FormatType.JSON); // 指定api返回格式
uploadCredentialsRequest.setMethod(com.aliyuncs.http.MethodType.POST); // 指定请求方法
uploadCredentialsRequest.setEncoding("utf-8");
uploadCredentialsRequest.setProtocol(ProtocolType.HTTP);
for (Map.Entry<String, String> kv : this.headers.entrySet()) {
uploadCredentialsRequest.putHeaderParameter(kv.getKey(), kv.getValue());
}
uploadCredentialsRequest.setHttpContent(new JSONObject().toJSONString().getBytes("UTF-8"), "UTF-8", FormatType.JSON);
IAcsClient client = null;
try{
client = new DefaultAcsClient(profile);
HttpResponse httpResponse = client.doAction(uploadCredentialsRequest);
if (httpResponse.isSuccess()) {
JSONObject scrResponse = JSON.parseObject(new String(httpResponse.getHttpContent(), "UTF-8"));
if (200 == scrResponse.getInteger("code")) {
JSONObject data = scrResponse.getJSONObject("data");
return new UploadCredentials(data.getString("accessKeyId"), data.getString("accessKeySecret"),
data.getString("securityToken"), data.getLongValue("expiredTime"),
data.getString("ossEndpoint"), data.getString("ossInternalEndpoint"), data.getString("uploadBucket"), data.getString("uploadFolder"));
}
String requestId = scrResponse.getString("requestId");
throw new RuntimeException("get upload credential from server fail. requestId:" + requestId + ", code:" + scrResponse.getInteger("code"));
}
throw new RuntimeException("get upload credential from server fail. http response status:" + httpResponse.getStatus());
}finally {
client.shutdown();
}
}
}

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package com.bao.dating.common.aliyun.util;
import javax.activation.MimetypesFileTypeMap;
import java.io.*;
import java.net.HttpURLConnection;
import java.net.URL;
import java.util.*;
/**
* 用于自定义图库上传图片
*/
public class CustomLibUploader {
public String uploadFile(String host, String uploadFolder, String ossAccessKeyId,
String policy, String signature,
String filepath) throws Exception {
LinkedHashMap<String, String> textMap = new LinkedHashMap<String, String>();
// key
String objectName = uploadFolder + "/imglib_" + UUID.randomUUID().toString() + ".jpg";
textMap.put("key", objectName);
// Content-Disposition
textMap.put("Content-Disposition", "attachment;filename="+filepath);
// OSSAccessKeyId
textMap.put("OSSAccessKeyId", ossAccessKeyId);
// policy
textMap.put("policy", policy);
// Signature
textMap.put("Signature", signature);
Map<String, String> fileMap = new HashMap<String, String>();
fileMap.put("file", filepath);
String ret = formUpload(host, textMap, fileMap);
System.out.println("[" + host + "] post_object:" + objectName);
System.out.println("post reponse:" + ret);
return objectName;
}
private static String formUpload(String urlStr, Map<String, String> textMap, Map<String, String> fileMap) throws Exception {
String res = "";
HttpURLConnection conn = null;
String BOUNDARY = "9431149156168";
try {
URL url = new URL(urlStr);
conn = (HttpURLConnection) url.openConnection();
conn.setConnectTimeout(5000);
conn.setReadTimeout(10000);
conn.setDoOutput(true);
conn.setDoInput(true);
conn.setRequestMethod("POST");
conn.setRequestProperty("User-Agent",
"Mozilla/5.0 (Windows; U; Windows NT 6.1; zh-CN; rv:1.9.2.6)");
conn.setRequestProperty("Content-Type",
"multipart/form-data; boundary=" + BOUNDARY);
OutputStream out = new DataOutputStream(conn.getOutputStream());
// text
if (textMap != null) {
StringBuffer strBuf = new StringBuffer();
Iterator iter = textMap.entrySet().iterator();
int i = 0;
while (iter.hasNext()) {
Map.Entry entry = (Map.Entry) iter.next();
String inputName = (String) entry.getKey();
String inputValue = (String) entry.getValue();
if (inputValue == null) {
continue;
}
if (i == 0) {
strBuf.append("--").append(BOUNDARY).append(
"\r\n");
strBuf.append("Content-Disposition: form-data; name=\""
+ inputName + "\"\r\n\r\n");
strBuf.append(inputValue);
} else {
strBuf.append("\r\n").append("--").append(BOUNDARY).append(
"\r\n");
strBuf.append("Content-Disposition: form-data; name=\""
+ inputName + "\"\r\n\r\n");
strBuf.append(inputValue);
}
i++;
}
out.write(strBuf.toString().getBytes());
}
// file
if (fileMap != null) {
Iterator iter = fileMap.entrySet().iterator();
while (iter.hasNext()) {
Map.Entry entry = (Map.Entry) iter.next();
String inputName = (String) entry.getKey();
String inputValue = (String) entry.getValue();
if (inputValue == null) {
continue;
}
File file = new File(inputValue);
String filename = file.getName();
String contentType = new MimetypesFileTypeMap().getContentType(file);
if (contentType == null || contentType.equals("")) {
contentType = "application/octet-stream";
}
StringBuffer strBuf = new StringBuffer();
strBuf.append("\r\n").append("--").append(BOUNDARY).append(
"\r\n");
strBuf.append("Content-Disposition: form-data; name=\""
+ inputName + "\"; filename=\"" + filename
+ "\"\r\n");
strBuf.append("Content-Type: " + contentType + "\r\n\r\n");
out.write(strBuf.toString().getBytes());
DataInputStream in = new DataInputStream(new FileInputStream(file));
int bytes = 0;
byte[] bufferOut = new byte[1024];
while ((bytes = in.read(bufferOut)) != -1) {
out.write(bufferOut, 0, bytes);
}
in.close();
}
StringBuffer strBuf = new StringBuffer();
out.write(strBuf.toString().getBytes());
}
byte[] endData = ("\r\n--" + BOUNDARY + "--\r\n").getBytes();
out.write(endData);
out.flush();
out.close();
// 读取返回数据
StringBuffer strBuf = new StringBuffer();
BufferedReader reader = new BufferedReader(new InputStreamReader(
conn.getInputStream()));
String line = null;
while ((line = reader.readLine()) != null) {
strBuf.append(line).append("\n");
}
res = strBuf.toString();
reader.close();
reader = null;
} catch (Exception e) {
System.err.println("发送POST请求出错: " + urlStr);
throw e;
} finally {
if (conn != null) {
conn.disconnect();
conn = null;
}
}
return res;
}
}

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package com.bao.dating.common.aliyun.util;
import java.io.Serializable;
public class UploadCredentials implements Serializable {
private String accessKeyId;
private String accessKeySecret;
private String securityToken;
private Long expiredTime;
private String ossEndpoint;
private String ossInternalEndpoint;
private String uploadBucket;
private String uploadFolder;
public UploadCredentials(String accessKeyId, String accessKeySecret, String securityToken, Long expiredTime, String ossEndpoint, String ossInternalEndpoint, String uploadBucket, String uploadFolder) {
this.accessKeyId = accessKeyId;
this.accessKeySecret = accessKeySecret;
this.securityToken = securityToken;
this.expiredTime = expiredTime;
this.ossEndpoint = ossEndpoint;
this.ossInternalEndpoint = ossInternalEndpoint;
this.uploadBucket = uploadBucket;
this.uploadFolder = uploadFolder;
}
public String getAccessKeyId() {
return accessKeyId;
}
public void setAccessKeyId(String accessKeyId) {
this.accessKeyId = accessKeyId;
}
public String getAccessKeySecret() {
return accessKeySecret;
}
public void setAccessKeySecret(String accessKeySecret) {
this.accessKeySecret = accessKeySecret;
}
public String getSecurityToken() {
return securityToken;
}
public void setSecurityToken(String securityToken) {
this.securityToken = securityToken;
}
public Long getExpiredTime() {
return expiredTime;
}
public void setExpiredTime(Long expiredTime) {
this.expiredTime = expiredTime;
}
public String getOssEndpoint() {
return ossEndpoint;
}
public void setOssEndpoint(String ossEndpoint) {
this.ossEndpoint = ossEndpoint;
}
public String getUploadBucket() {
return uploadBucket;
}
public void setUploadBucket(String uploadBucket) {
this.uploadBucket = uploadBucket;
}
public String getUploadFolder() {
return uploadFolder;
}
public void setUploadFolder(String uploadFolder) {
this.uploadFolder = uploadFolder;
}
public String getOssInternalEndpoint() {
return ossInternalEndpoint;
}
public void setOssInternalEndpoint(String ossInternalEndpoint) {
this.ossInternalEndpoint = ossInternalEndpoint;
}
}

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@@ -22,4 +22,7 @@ aliyun:
endpoint: oss-cn-beijing.aliyuncs.com
access-key-id: LTAI5tKo9TpWH1aW6JxWm1Gp
access-key-secret: LHk9DdHECKCwIdaIM9fkGgEuowt18W
bucket-name: heimato
bucket-name: heimato
accessKeyId: LTAI5t5vpcbCZwweNHEDDDaF
secret: bBHBAPiCqGyVBHUv07348wsHXkKqrk
scenes: antispam

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@@ -1,13 +1,57 @@
package com.bao.dating;
import com.bao.dating.common.aliyun.GreenImageScan;
import com.bao.dating.common.aliyun.GreenTextScan;
import org.junit.jupiter.api.Test;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.context.SpringBootTest;
@SpringBootTest
class DatingApplicationTests {
import java.util.Arrays;
import java.util.List;
import java.util.Map;
@SpringBootTest // 添加这个注解以启用Spring上下文
public class DatingApplicationTests {
@Autowired
private GreenTextScan greenTextScan;
@Autowired
private GreenImageScan greenImageScan;
@Test
void contextLoads() {
public void testScanText() throws Exception {
Map map = greenTextScan.greeTextScan("冰毒");
System.out.println(map);
}
/**
* 测试从网络URL上传图片到阿里云OSS并进行内容安全检测
*/
@Test
public void testUploadAndScanImageFromUrl() {
try {
// 阿里oss图片url
String imageUrl = "https://heimato.oss-cn-beijing.aliyuncs.com/9d1325d1-6e5a-426c-8081-306e7d3f6386.jpg?x-oss-credential=LTAI5tKo9TpWH1aW6JxWm1Gp%2F20251218%2Fcn-beijing%2Foss%2Faliyun_v4_request&x-oss-date=20251218T132839Z&x-oss-expires=3600&x-oss-signature-version=OSS4-HMAC-SHA256&x-oss-signature=a1b6b5a8e8728012093e9c38c6fb6f4487e7adf983db63c412848d3dbb0697b8";
// 将图片URL添加到列表中进行检测
List<String> imageUrls = Arrays.asList(imageUrl);
// 调用图片检测服务
Map<String, String> scanResult = greenImageScan.imageScan(imageUrls);
if (scanResult != null) {
System.out.println("图片检测结果:");
System.out.println("建议: " + scanResult.get("suggestion"));
System.out.println("标签: " + scanResult.get("label"));
} else {
System.out.println("图片检测失败");
}
} catch (Exception e) {
e.printStackTrace();
}
}
}