From 8a6f6717039307935e77d8a537b11ea453cc2377 Mon Sep 17 00:00:00 2001
From: dengwenjie <775747758@qq.com>
Date: Sun, 29 Mar 2026 15:28:18 +0800
Subject: [PATCH] =?UTF-8?q?=E6=96=B0=E5=A2=9E=E8=BA=AB=E4=BB=BD=E8=AF=81?=
=?UTF-8?q?=E8=AF=86=E5=88=AB=E8=83=BD=E5=8A=9B?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
README.md | 2 +-
all/pom.xml | 4 +-
bom/pom.xml | 4 +-
common/pom.xml | 2 +-
examples/face-example/pom.xml | 2 +-
examples/ocr-examples/pom.xml | 147 +--
.../examples/ocr/idcard/IdCardRecDemo.java | 216 ++++
.../main/resources/idcard/idcard_back1.png | Bin 0 -> 1020634 bytes
.../main/resources/idcard/idcard_front1.png | Bin 0 -> 427474 bytes
examples/speech-examples/pom.xml | 2 +-
examples/translation-example/pom.xml | 2 +-
examples/vision-example/pom.xml | 2 +-
face/pom.xml | 4 +-
ocr/pom.xml | 4 +-
.../cn/smartjavaai/ocr/entity/IdCardInfo.java | 18 +-
.../ocr/idcard/DefaultIdCardRecognizer.java | 203 ++++
.../ocr/idcard/IdCardBackParser.java | 335 +++++++
.../ocr/idcard/IdCardFrontParser.java | 930 ++++++++++++++++++
.../ocr/idcard/IdCardOcrUtils.java | 68 ++
.../smartjavaai/ocr/idcard/IdCardParser.java | 15 +
.../ocr/idcard/IdCardPreprocessListener.java | 29 +
.../ocr/idcard/IdCardPreprocessResult.java | 26 +
.../ocr/idcard/IdCardPreprocessor.java | 227 +++++
.../ocr/idcard/IdCardRecognizer.java | 44 +
.../ocr/idcard/IdCardValidator.java | 79 ++
pom.xml | 3 +-
speech/pom.xml | 4 +-
translate/pom.xml | 2 +-
vision/pom.xml | 4 +-
29 files changed, 2241 insertions(+), 137 deletions(-)
create mode 100644 examples/ocr-examples/src/main/java/smartai/examples/ocr/idcard/IdCardRecDemo.java
create mode 100644 examples/ocr-examples/src/main/resources/idcard/idcard_back1.png
create mode 100644 examples/ocr-examples/src/main/resources/idcard/idcard_front1.png
create mode 100644 ocr/src/main/java/cn/smartjavaai/ocr/idcard/DefaultIdCardRecognizer.java
create mode 100644 ocr/src/main/java/cn/smartjavaai/ocr/idcard/IdCardBackParser.java
create mode 100644 ocr/src/main/java/cn/smartjavaai/ocr/idcard/IdCardFrontParser.java
create mode 100644 ocr/src/main/java/cn/smartjavaai/ocr/idcard/IdCardOcrUtils.java
create mode 100644 ocr/src/main/java/cn/smartjavaai/ocr/idcard/IdCardParser.java
create mode 100644 ocr/src/main/java/cn/smartjavaai/ocr/idcard/IdCardPreprocessListener.java
create mode 100644 ocr/src/main/java/cn/smartjavaai/ocr/idcard/IdCardPreprocessResult.java
create mode 100644 ocr/src/main/java/cn/smartjavaai/ocr/idcard/IdCardPreprocessor.java
create mode 100644 ocr/src/main/java/cn/smartjavaai/ocr/idcard/IdCardRecognizer.java
create mode 100644 ocr/src/main/java/cn/smartjavaai/ocr/idcard/IdCardValidator.java
diff --git a/README.md b/README.md
index 662c42e..9512b03 100644
--- a/README.md
+++ b/README.md
@@ -510,7 +510,7 @@ SmartJavaAI是专为JAVA 开发者打造的一个功能丰富、开箱即用的
cn.smartjavaai
all
- 1.1.1
+ 1.1.2
```
diff --git a/all/pom.xml b/all/pom.xml
index bb154f0..07b1f1a 100644
--- a/all/pom.xml
+++ b/all/pom.xml
@@ -6,11 +6,11 @@
cn.smartjavaai
smartjavaai-parent
- 1.1.1
+ 1.1.2
all
- 1.1.1
+ 1.1.2
${project.artifactId}
SmartJavaAI
https://github.com/geekwenjie/SmartJavaAI
diff --git a/bom/pom.xml b/bom/pom.xml
index d4af111..70ed6fc 100644
--- a/bom/pom.xml
+++ b/bom/pom.xml
@@ -6,10 +6,10 @@
cn.smartjavaai
smartjavaai-parent
- 1.1.1
+ 1.1.2
- 1.1.1
+ 1.1.2
bom
bom
统一版本管理的 BOM 包，同时支持 import 和全量依赖
diff --git a/common/pom.xml b/common/pom.xml
index 80a80fd..aac1be4 100644
--- a/common/pom.xml
+++ b/common/pom.xml
@@ -6,7 +6,7 @@
cn.smartjavaai
smartjavaai-parent
- 1.1.1
+ 1.1.2
common
diff --git a/examples/face-example/pom.xml b/examples/face-example/pom.xml
index bb240c3..36ef05b 100644
--- a/examples/face-example/pom.xml
+++ b/examples/face-example/pom.xml
@@ -12,7 +12,7 @@
11
11
UTF-8
- 1.1.1
+ 1.1.2
smartai.examples.face.FaceDemo
diff --git a/examples/ocr-examples/pom.xml b/examples/ocr-examples/pom.xml
index f2ee663..0fe67f1 100644
--- a/examples/ocr-examples/pom.xml
+++ b/examples/ocr-examples/pom.xml
@@ -12,9 +12,9 @@
11
11
UTF-8
- 1.1.1
+ 1.1.2
- smartai.examples.ocr.common.OcrRecognizeDemo
+ smartai.examples.ocr.common.OcrDetectionDemo
1.5.10
@@ -90,19 +90,33 @@
cn.smartjavaai
ocr
-
- com.microsoft.onnxruntime
- onnxruntime
-
+
+
+
+
+
+
+
+
+
+
+
+
-
- com.microsoft.onnxruntime
- onnxruntime
- 1.20.0
- runtime
-
+
+
+
+
+
+
+
+
+
+
+
+
@@ -113,79 +127,10 @@
-
-
- org.bytedeco
- javacpp
- ${javacv.version}
- ${javacv.platform.windows-x86_64}
-
-
- org.bytedeco
- ffmpeg
- 6.1.1-1.5.10
- ${javacv.platform.windows-x86_64}
-
-
-
- org.bytedeco
- openblas
- 0.3.26-1.5.10
- ${javacv.platform.windows-x86_64}
-
-
-
- org.bytedeco
- opencv
- 4.9.0-1.5.10
- ${javacv.platform.windows-x86_64}
-
-
-
- ai.djl.pytorch
- pytorch-native-cpu
- ${djl.platform.windows-x86_64}
- 2.7.1
- runtime
-
-
-
- org.bytedeco
- javacpp
- ${javacv.version}
- ${javacv.platform.linux-x86_64}
-
-
- org.bytedeco
- ffmpeg
- 6.1.1-1.5.10
- ${javacv.platform.linux-x86_64}
-
-
- org.bytedeco
- openblas
- 0.3.26-1.5.10
- ${javacv.platform.linux-x86_64}
-
-
-
- org.bytedeco
- opencv
- 4.9.0-1.5.10
- ${javacv.platform.linux-x86_64}
-
-
-
- ai.djl.pytorch
- pytorch-native-cpu
- ${djl.platform.linux-x86_64}
- 2.7.1
- runtime
-
@@ -223,42 +168,16 @@
runtime
+
+
+
+
+
+
+
-
-
- org.bytedeco
- javacpp
- ${javacv.version}
- ${javacv.platform.macosx-arm64}
-
-
- org.bytedeco
- ffmpeg
- 6.1.1-1.5.10
- ${javacv.platform.macosx-arm64}
-
-
- org.bytedeco
- openblas
- 0.3.26-1.5.10
- ${javacv.platform.macosx-arm64}
-
-
- org.bytedeco
- opencv
- 4.9.0-1.5.10
- ${javacv.platform.macosx-arm64}
-
-
-
- ai.djl.pytorch
- pytorch-native-cpu
- ${djl.platform.osx-aarch64}
- 2.7.1
- runtime
-
diff --git a/examples/ocr-examples/src/main/java/smartai/examples/ocr/idcard/IdCardRecDemo.java b/examples/ocr-examples/src/main/java/smartai/examples/ocr/idcard/IdCardRecDemo.java
new file mode 100644
index 0000000..dbf6aae
--- /dev/null
+++ b/examples/ocr-examples/src/main/java/smartai/examples/ocr/idcard/IdCardRecDemo.java
@@ -0,0 +1,216 @@
+package smartai.examples.ocr.idcard;
+
+import ai.djl.modality.cv.Image;
+import ai.djl.util.JsonUtils;
+import cn.smartjavaai.common.config.Config;
+import cn.smartjavaai.common.cv.SmartImageFactory;
+import cn.smartjavaai.common.enums.DeviceEnum;
+import cn.smartjavaai.common.utils.ImageUtils;
+import cn.smartjavaai.ocr.config.DirectionModelConfig;
+import cn.smartjavaai.ocr.config.OcrDetModelConfig;
+import cn.smartjavaai.ocr.config.OcrRecModelConfig;
+import cn.smartjavaai.ocr.config.OcrRecOptions;
+import cn.smartjavaai.ocr.entity.IdCardBackInfo;
+import cn.smartjavaai.ocr.entity.IdCardFrontInfo;
+import cn.smartjavaai.ocr.entity.IdCardInfo;
+import cn.smartjavaai.ocr.entity.OcrInfo;
+import cn.smartjavaai.ocr.enums.CommonDetModelEnum;
+import cn.smartjavaai.ocr.enums.CommonRecModelEnum;
+import cn.smartjavaai.ocr.enums.DirectionModelEnum;
+import cn.smartjavaai.ocr.factory.OcrModelFactory;
+import cn.smartjavaai.ocr.idcard.DefaultIdCardRecognizer;
+import cn.smartjavaai.ocr.idcard.IdCardPreprocessListener;
+import cn.smartjavaai.ocr.model.common.detect.OcrCommonDetModel;
+import cn.smartjavaai.ocr.model.common.direction.OcrDirectionModel;
+import cn.smartjavaai.ocr.model.common.recognize.OcrCommonRecModel;
+import lombok.extern.slf4j.Slf4j;
+import org.junit.BeforeClass;
+import org.junit.Test;
+
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+
+/**
+ * 身份证识别 demo
+ * 使用说明：
+ * 1、先下载 OCR 模型
+ * 2、把下面的模型路径改成你自己的本地路径
+ * 3、把身份证图片路径改成你自己的图片路径
+ * 4、优先运行 recognizeFront() / recognizeBack() 查看结构化结果
+ *
+ * 模型下载地址：https://pan.baidu.com/s/1MLfd73Vjdpnuls9-oqc9uw?pwd=1234 提取码: 1234
+ * 开发文档：http://doc.smartjavaai.cn/
+ * @author dwj
+ */
+@Slf4j
+public class IdCardRecDemo {
+
+ // 设备类型
+ public static DeviceEnum device = DeviceEnum.CPU;
+
+ // 下载模型后，请替换成你自己的模型路径
+ private static final String DET_MODEL_PATH =
+ "/Users/wenjie/Documents/develop/model/ocr/PP-OCRv5_server_det_infer/PP-OCRv5_server_det.onnx";
+ private static final String REC_MODEL_PATH =
+ "/Users/wenjie/Documents/develop/model/ocr/PP-OCRv5_server_rec_infer/PP-OCRv5_server_rec.onnx";
+ private static final String DIRECTION_MODEL_PATH =
+ "/Users/wenjie/Documents/develop/model/ocr/PP-LCNet_x0_25_textline_ori_infer/PP-LCNet_x0_25_textline_ori_infer.onnx";
+
+ // 这里改成你自己的身份证图片路径
+ private static final String FRONT_IMAGE_PATH = "src/main/resources/idcard/idcard_front1.png";
+ private static final String BACK_IMAGE_PATH = "src/main/resources/idcard/idcard_back1.png";
+
+ @BeforeClass
+ public static void beforeAll() throws IOException {
+ // 修改缓存路径
+// Config.setCachePath("/Users/xxx/smartjavaai_cache");
+ }
+
+ /**
+ * 获取文本检测模型
+ * @return
+ */
+ public OcrCommonDetModel getDetectionModel() {
+ OcrDetModelConfig config = new OcrDetModelConfig();
+ // 文本检测模型，切换模型需要同时修改 modelEnum 及 modelPath
+ config.setModelEnum(CommonDetModelEnum.PP_OCR_V4_SERVER_DET_MODEL);
+ // 下载模型并替换本地路径
+ config.setDetModelPath(DET_MODEL_PATH);
+ config.setDevice(device);
+ return OcrModelFactory.getInstance().getDetModel(config);
+ }
+
+ /**
+ * 获取方向检测模型
+ * @return
+ */
+ public OcrDirectionModel getDirectionModel() {
+ DirectionModelConfig directionModelConfig = new DirectionModelConfig();
+ // 行文本方向检测模型，切换模型需要同时修改 modelEnum 及 modelPath
+ directionModelConfig.setModelEnum(DirectionModelEnum.PP_LCNET_X0_25);
+ // 下载模型并替换本地路径
+ directionModelConfig.setModelPath(DIRECTION_MODEL_PATH);
+ directionModelConfig.setTextDetModel(getDetectionModel());
+ directionModelConfig.setDevice(device);
+ return OcrModelFactory.getInstance().getDirectionModel(directionModelConfig);
+ }
+
+ /**
+ * 获取 OCR 识别模型
+ * @return
+ */
+ public OcrCommonRecModel getRecModel() {
+ OcrRecModelConfig recModelConfig = new OcrRecModelConfig();
+ // 文本识别模型，切换模型需要同时修改 modelEnum 及 modelPath
+ recModelConfig.setRecModelEnum(CommonRecModelEnum.PP_OCR_V5_MOBILE_REC_MODEL);
+ // 下载模型并替换本地路径
+ recModelConfig.setRecModelPath(REC_MODEL_PATH);
+ recModelConfig.setTextDetModel(getDetectionModel());
+ recModelConfig.setDevice(device);
+ return OcrModelFactory.getInstance().getRecModel(recModelConfig);
+ }
+
+ /**
+ * 创建身份证识别器
+ * @return
+ */
+ public DefaultIdCardRecognizer getIdCardRecognizer() {
+ return new DefaultIdCardRecognizer()
+ .setRecModel(getRecModel())
+ // 身份证识别建议按行返回，方向矫正交给预处理逻辑处理
+ .setRecOptions(new OcrRecOptions(false, true))
+ .setDirectionModel(getDirectionModel())
+ .setEnablePreprocess(true);
+ }
+
+ /**
+ * 身份证正面识别
+ * 可识别：姓名、性别、民族、出生日期、住址、身份证号
+ */
+ @Test
+ public void recognizeFront() {
+ try {
+ DefaultIdCardRecognizer recognizer = getIdCardRecognizer();
+ Image image = SmartImageFactory.getInstance().fromFile(FRONT_IMAGE_PATH);
+ IdCardFrontInfo result = recognizer.recognizeFront(image);
+ log.info("身份证正面识别结果：{}", JsonUtils.toJson(result));
+ } catch (Exception e) {
+ log.error("身份证正面识别失败", e);
+ }
+ }
+
+ /**
+ * 身份证反面识别
+ * 可识别：签发机关、有效期开始时间、有效期结束时间
+ */
+ @Test
+ public void recognizeBack() {
+ try {
+ DefaultIdCardRecognizer recognizer = getIdCardRecognizer();
+ Image image = SmartImageFactory.getInstance().fromFile(BACK_IMAGE_PATH);
+ IdCardBackInfo result = recognizer.recognizeBack(image);
+ log.info("身份证反面识别结果：{}", JsonUtils.toJson(result));
+ } catch (Exception e) {
+ log.error("身份证反面识别失败", e);
+ }
+ }
+
+ /**
+ * 同时识别身份证正反面
+ */
+ @Test
+ public void recognizeBoth() {
+ try {
+ DefaultIdCardRecognizer recognizer = getIdCardRecognizer();
+ Image frontImage = SmartImageFactory.getInstance().fromFile(FRONT_IMAGE_PATH);
+ Image backImage = SmartImageFactory.getInstance().fromFile(BACK_IMAGE_PATH);
+ IdCardInfo result = recognizer.recognizeBoth(frontImage, backImage);
+ log.info("身份证正反面识别结果：{}", JsonUtils.toJson(result));
+ } catch (Exception e) {
+ log.error("身份证正反面识别失败", e);
+ }
+ }
+
+ /**
+ * 身份证识别并输出调试图片
+ * 适合排查“为什么没识别出来”，不适合生产环境使用
+ */
+ @Test
+ public void recognizeFrontWithDebugImages() {
+ try {
+ Path debugDir = Paths.get("output/idcard_debug");
+ Files.createDirectories(debugDir);
+ String filePrefix = "idcard_front";
+ DefaultIdCardRecognizer recognizer = getIdCardRecognizer()
+// .setPreprocessListener(createDebugListener(debugDir, "idcard_front"));
+ .setPreprocessListener(new IdCardPreprocessListener() {
+ @Override
+ public void onAfterDirection(Image image) {
+ saveDebugImage(image, debugDir.resolve(filePrefix + "_step1_direction.png"));
+ }
+
+ @Override
+ public void onAfterRecognize(Image image, OcrInfo ocrInfo) {
+ saveDebugImage(image, debugDir.resolve(filePrefix + "_step2_ocr_boxes.png"));
+ }
+ });
+
+ Image image = SmartImageFactory.getInstance().fromFile(FRONT_IMAGE_PATH);
+ IdCardFrontInfo result = recognizer.recognizeFront(image);
+ log.info("身份证正面识别结果：{}", JsonUtils.toJson(result));
+ log.info("调试图片已输出到：{}", debugDir.toAbsolutePath());
+ } catch (Exception e) {
+ log.error("身份证调试识别失败", e);
+ }
+ }
+
+ private void saveDebugImage(Image image, Path outputPath) {
+ try {
+ ImageUtils.save(image, outputPath, "png");
+ } catch (IOException e) {
+ throw new RuntimeException(e);
+ }
+ }
+}
diff --git a/examples/ocr-examples/src/main/resources/idcard/idcard_back1.png b/examples/ocr-examples/src/main/resources/idcard/idcard_back1.png
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