调用微软小冰API，实现批量人脸颜值打分

快来打我* 2023-05-21 08:44 15阅读 0赞

源码：

import net.sf.json.JSONObject;
    import sun.misc.BASE64Encoder;
    import org.apache.http.HttpResponse;
    import org.apache.http.NameValuePair;
    import org.apache.http.client.CookieStore;
    import org.apache.http.client.entity.UrlEncodedFormEntity;
    import org.apache.http.client.methods.HttpPost;
    import org.apache.http.impl.client.DefaultHttpClient;
    import org.apache.http.message.BasicNameValuePair;
    import org.apache.http.util.EntityUtils;
    import java.io.*;
    import java.net.HttpURLConnection;
    import java.net.URL;
    import java.util.ArrayList;
    import java.util.Calendar;
    import java.util.List;
    import java.util.Map;
    import java.util.regex.Matcher;
    import java.util.regex.Pattern;
    
    public class AnalyseImage {
    	private static final String upload_picBase64_api = "http://kan.msxiaobing.com/APi/Image/UploadBase64";
    	private static final String ice_api = "http://kan.msxiaobing.com/Api/ImageAnalyze/Process?service=yanzhi&tid=8b9a88049f9c4f26b4da60afc9d70ef4";
    	private static final String ice_page = "http://kan.msxiaobing.com/ImageGame/Portal?task=yanzhi";
    
    	private static String getUploadPicResult(String imgdataBase64) {
    		StringBuffer sb = new StringBuffer();
    		try {
    			URL realUrl = new URL(upload_picBase64_api);
    			HttpURLConnection conn = (HttpURLConnection) realUrl.openConnection();
    			conn.setDoOutput(true);
    			conn.setDoInput(true);
    			conn.setUseCaches(false);
    			conn.setRequestMethod("POST");
    
    			conn.setRequestProperty("Charset", "UTF-8");
    			conn.setRequestProperty("Content-Type", "application/x-www-form-urlencoded");
    			conn.setRequestProperty("Connection", "Keep-Alive");// 维持长连接
    
    			DataOutputStream dataOutputStream = new DataOutputStream(conn.getOutputStream());
    			dataOutputStream.writeBytes(imgdataBase64);
    			dataOutputStream.flush();
    			dataOutputStream.close();
    
    			String readLine = new String();
    			BufferedReader responseReader = new BufferedReader(new InputStreamReader(conn.getInputStream(), "UTF-8"));
    			while ((readLine = responseReader.readLine()) != null) {
    				sb.append(readLine).append("\n");
    			}
    			responseReader.close();
    			System.out.println(sb.toString());
    
    		} catch (Exception e) {
    			e.printStackTrace();
    		} finally {
    			return sb.toString();
    		}
    	}
    
    	/**
    	 * 分析照片
    	 */
    	public static String analyzeImage(String jsonResultPic) {
    		DefaultHttpClient httpClient = new DefaultHttpClient();
    		DefaultHttpClient httpClient2 = new DefaultHttpClient();
    		HttpPost httpPost1 = new HttpPost(ice_api);
    		HttpPost httpPost2 = new HttpPost(ice_page);
    
    		JSONObject jasonObject = JSONObject.fromObject(jsonResultPic);
    		Map<String, String> contentImgUrl = (Map) jasonObject;
    		String imgUrl = contentImgUrl.get("Host") + contentImgUrl.get("Url");
    		System.out.print(jsonResultPic);
    		List<NameValuePair> form = new ArrayList<NameValuePair>();
    
    		form.add(new BasicNameValuePair("MsgId", String.valueOf(System.currentTimeMillis()) + "063"));
    		form.add(new BasicNameValuePair("CreateTime", String.valueOf(Calendar.getInstance().getTimeInMillis())));
    		form.add(new BasicNameValuePair("Content[imageUrl]", imgUrl));
    
    		try {
    			httpPost1.addHeader("Referer",
    					"http://kan.msxiaobing.com/V3/Portal?task=yanzhi&ftid=91ac082228fb48739f12c66ee3a3fee0");
    			httpPost1.setEntity(new UrlEncodedFormEntity(form, "UTF-8"));
    
    			HttpResponse pageResponse = httpClient.execute(httpPost2);
    			CookieStore cookieStore = httpClient.getCookieStore();
    			httpClient2.setCookieStore(cookieStore);
    			HttpResponse response = httpClient2.execute(httpPost1);
    			return EntityUtils.toString(response.getEntity());
    		} catch (Exception e) {
    			e.printStackTrace();
    		}
    		return null;
    
    	}
    
    	/**
    	 * 获取颜值分数
    	 * 
    	 * @param jsonResultPic
    	 * @return
    	 */
    	public static int findScoreFromString(String jsonResultPic) {
    		Pattern pattern = Pattern.compile("\\d+[.]\\d+");
    		Matcher m = pattern.matcher(jsonResultPic);
    		if (m.find()) {
    			System.out.println("analyzeResult=" + m.group());
    			double temp = Double.valueOf(m.group());
    			int score = (int) (temp * 10);
    			return score;
    		} else {
    			return 0;
    		}
    	}
    
    	/**
    	 * 将文件转成base64 字符串
    	 */
    	public static String encodeBase64File(File file) throws Exception {
    		FileInputStream inputFile = new FileInputStream(file);
    		byte[] buffer = new byte[(int) file.length()];
    		inputFile.read(buffer);
    		inputFile.close();
    		return new BASE64Encoder().encode(buffer);
    	}
    
    	public static void main(String[] args) throws Exception {
    		//图片目录
    		File dir = new File("C:\\Users\\chw93\\Desktop\\face");
    		File[] listFiles = dir.listFiles();
    		
    		// 分析结果记录
    		File result = new File("C:\\Users\\chw93\\Desktop\\result.txt");
    		FileWriter fw = new FileWriter(result, true);
    		PrintWriter pw = new PrintWriter(fw);
    		for (File f : listFiles) {
    			// 读取文件图片为base64编码格式
    			String imgDataBase64 = FileToBase64.encodeBase64File(f);
    			// base64上传到微软服务器
    			String jsonResultPic = getUploadPicResult(imgDataBase64);
    			String analyzeResult = analyzeImage(jsonResultPic);
    			int faceAuthScore = findScoreFromString(analyzeResult);
    			System.out.println("得分：" + faceAuthScore);
    	     pw.println(f.getName()+",得分："+faceAuthScore);
    	 	 pw.flush();
    		}
    
    		fw.flush();pw.close();fw.close();
    	}
    
    }

依赖jar包：

<dependency>
    			<groupId>commons-codec</groupId>
    			<artifactId>commons-codec</artifactId>
    			<version>1.10</version>
    		</dependency>
    		
    		<dependency>
    			<groupId>org.springframework.boot</groupId>
    			<artifactId>spring-boot-starter-thymeleaf</artifactId>
    		</dependency>
    		
    		<dependency>
    			<groupId>org.apache.httpcomponents</groupId>
    			<artifactId>httpclient</artifactId>
    			<version>4.3.3</version>
    		</dependency>
    		
    		<dependency>
    			<groupId>net.sf.json-lib</groupId>
    			<artifactId>json-lib</artifactId>
    			<version>2.4</version>
    			<classifier>jdk15</classifier>
    		</dependency>

附图：

![20200425053148713.png][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NodzA2Mjk_size_16_color_FFFFFF_t_70][]![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NodzA2Mjk_size_16_color_FFFFFF_t_70 1][]

[20200425053148713.png]: /images/20230521/fc4b9be1b72d48e4b2b39829a5080406.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NodzA2Mjk_size_16_color_FFFFFF_t_70]: https://img-blog.csdnimg.cn/20200425053933595.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NodzA2Mjk=,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NodzA2Mjk_size_16_color_FFFFFF_t_70 1]: /images/20230521/80440d692c8148119c65d3c5dcb98fdb.png