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Springboot整合百度OCR实现身份证识别

2024/10/5 18:25:52 来源:https://blog.csdn.net/m0_53434091/article/details/127844651  浏览:    关键词:Springboot整合百度OCR实现身份证识别

核心代码如下

package cn.vastall.hrhs.core.controller.tyocr;import com.alibaba.druid.util.Base64;
import com.alibaba.fastjson.JSONObject;
import org.springframework.mock.web.MockMultipartFile;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;
import org.springframework.web.multipart.MultipartFile;import java.io.*;
import java.net.*;
import java.nio.charset.StandardCharsets;
import java.util.HashMap;
import java.util.List;
import java.util.Map;@RestController
@RequestMapping("/api/ocr")
public class TigaController {private static final String ACCESS_TOKEN_HOST = "https://aip.baidubce.com/oauth/2.0/token?";private static final String OCR_HOST = "https://aip.baidubce.com/rest/2.0/ocr/v1/idcard?";private static final String API_KEY = "vWdqmGdE4xEmYM6zfGnvTUrb";private static final String SECRET_KEY = "ajMSQLGWjzfSCY6IUHOv0YMybF95Anzq";// 获取百度云OCR的授权access_tokenpublic static String getAccessToken() {return getAccessToken(API_KEY, SECRET_KEY);}/*** 获取百度云OCR的授权access_token** @param apiKey* @param secretKey* @return*/public static String getAccessToken(String apiKey, String secretKey) {String accessTokenURL = ACCESS_TOKEN_HOST// 1. grant_type为固定参数+ "grant_type=client_credentials"// 2. 官网获取的 API Key+ "&client_id=" + apiKey// 3. 官网获取的 Secret Key+ "&client_secret=" + secretKey;try {URL url = new URL(accessTokenURL);// 打开和URL之间的连接HttpURLConnection connection = (HttpURLConnection) url.openConnection();connection.setRequestMethod("GET");connection.connect();// 获取响应头Map<String, List<String>> map = connection.getHeaderFields();// 遍历所有的响应头字段for (String key : map.keySet()) {System.out.println(key + "---->" + map.get(key));}// 定义 BufferedReader输入流来读取URL的响应BufferedReader bufferedReader = new BufferedReader(new InputStreamReader(connection.getInputStream()));StringBuilder result = new StringBuilder();String inputLine;while ((inputLine = bufferedReader.readLine()) != null) {result.append(inputLine);}JSONObject jsonObject = JSONObject.parseObject(result.toString());return jsonObject.getString("access_token");} catch (Exception e) {e.printStackTrace();System.err.print("获取access_token失败");}return null;}/*** 获取身份证识别后的数据** @param imageUrl* @return*/public static String getStringIdentityCard(File imageUrl) {// 身份证OCR的http URL+鉴权tokenString OCRUrl = OCR_HOST + "access_token=" + getAccessToken();// 对图片进行base64处理String image = encodeImageToBase64(imageUrl);// 请求参数String requestParam = "detect_direction=true&id_card_side=front&image=" + image;try {// 请求OCR地址URL url = new URL(OCRUrl);HttpURLConnection connection = (HttpURLConnection) url.openConnection();// 设置请求方法为POSTconnection.setRequestMethod("POST");// 设置请求头connection.setRequestProperty("Content-Type", "application/x-www-form-urlencoded");connection.setRequestProperty("apiKey", API_KEY);connection.setDoOutput(true);connection.getOutputStream().write(requestParam.getBytes(StandardCharsets.UTF_8));connection.connect();// 定义 BufferedReader输入流来读取URL的响应BufferedReader bufferedReader = new BufferedReader(new InputStreamReader(connection.getInputStream(), StandardCharsets.UTF_8));StringBuilder result = new StringBuilder();String inputLine;while ((inputLine = bufferedReader.readLine()) != null) {result.append(inputLine);}bufferedReader.close();return result.toString();} catch (Exception e) {e.printStackTrace();System.err.println("身份证OCR识别异常");return null;}}/*** 对图片url进行Base64编码处理** @param imageUrl* @return*/public static String encodeImageToBase64(File imageUrl) {// 将图片文件转化为字节数组字符串,并对其进行Base64编码处理byte[] data = null;try {InputStream inputStream = new FileInputStream(imageUrl);data = new byte[inputStream.available()];inputStream.read(data);inputStream.close();// 对字节数组Base64编码return URLEncoder.encode(Base64.byteArrayToBase64(data), "UTF-8");} catch (Exception e) {e.printStackTrace();return null;}}/*** 提取OCR识别身份证有效信息** @param* @return*/@PostMapping("/uploadIdentity")public static Map<String, String> getIdCardInfo(MultipartFile image) throws Exception {File fileToFilemg = multipartFileToFile(image);String value = getStringIdentityCard(fileToFilemg);String side;Map<String, String> map = new HashMap<>();JSONObject jsonObject = JSONObject.parseObject(value);JSONObject words_result = jsonObject.getJSONObject("words_result");if (words_result == null || words_result.isEmpty()) {throw new SecurityException("请提供身份证图片");}for (String key : words_result.keySet()) {JSONObject result = words_result.getJSONObject(key);String info = result.getString("words");switch (key) {case "姓名":map.put("name", info);break;case "性别":map.put("sex", info);break;case "民族":map.put("nation", info);break;case "出生":map.put("birthday", info);break;case "住址":map.put("address", info);break;case "公民身份号码":map.put("idNumber", info);break;case "签发机关":map.put("issuedOrganization", info);break;case "签发日期":map.put("issuedAt", info);break;case "失效日期":map.put("expiredAt", info);break;}}return map;}}

MultipartFile转File工具

        /*** MultipartFile 转 File** @throws Exception*/public static File multipartFileToFile(MultipartFile file) throws Exception {File toFile = null;if (file.equals("") || file.getSize() <= 0) {file = null;} else {InputStream ins = null;ins = file.getInputStream();toFile = new File(file.getOriginalFilename());inputStreamToFile(ins, toFile);ins.close();}return toFile;}//获取流文件private static void inputStreamToFile(InputStream ins, File file) {try {OutputStream os = new FileOutputStream(file);int bytesRead = 0;byte[] buffer = new byte[8192];while ((bytesRead = ins.read(buffer, 0, 8192)) != -1) {os.write(buffer, 0, bytesRead);}os.close();ins.close();} catch (Exception e) {e.printStackTrace();}}/*** 删除本地临时文件** @param file*/public static void delteTempFile(File file) {if (file != null) {File del = new File(file.toURI());del.delete();}}
}

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