1、人脸模块：新增小视科技（MiniVision）活体检测模型

2、人脸模块：新增阿里通义工作室活体检测模型
3、人脸模块：新增2个表情识别模型
4、人脸模块：新增InsightFace、ElasticFace人脸识别模型
5、人脸模块：新增Seetaface6质量评估模型
6、目标检测模块：开放更多自定义模型参数
7、人脸模块：支持base64图片
8、实现接口 AutoCloseable，支持资源的自动释放
9、OCR模块：解决加方向矫正后无法连续识别bug
10、人脸模块：解决人脸更新后缓存问题
11、优化部分功能

smartjavaai-face/src/main/java/cn/smartjavaai/face/config/FaceDetConfig.java

@@ -0,0 +1,77 @@
+package cn.smartjavaai.face.config;
+
+import cn.smartjavaai.common.enums.DeviceEnum;
+import cn.smartjavaai.face.constant.FaceDetectConstant;
+import cn.smartjavaai.face.enums.FaceDetModelEnum;
+import lombok.Data;
+
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * 人脸检测模型配置
+ * @author dwj
+ */
+@Data
+public class FaceDetConfig {
+
+    /**
+     * 人脸检测模型枚举
+     */
+    private FaceDetModelEnum modelEnum;
+
+    /**
+     * 置信度阈值
+     */
+    private double confidenceThreshold = FaceDetectConstant.DEFAULT_CONFIDENCE_THRESHOLD;
+
+
+    /**
+     * 非极大抑制阈值 作用：消除重叠检测框，保留最优结果
+     */
+    private double nmsThresh = FaceDetectConstant.NMS_THRESHOLD;
+
+    /**
+     * 模型路径
+     */
+    private String modelPath;
+
+    /**
+     * 设备类型
+     */
+    private DeviceEnum device;
+
+    /**
+     * 个性化配置（按模型类型动态解析）
+     */
+    private Map<String, Object> customParams = new HashMap<>();
+
+
+    public FaceDetConfig() {
+    }
+
+    public FaceDetConfig(FaceDetModelEnum modelEnum) {
+        this.modelEnum = modelEnum;
+    }
+
+    public FaceDetConfig(FaceDetModelEnum modelEnum, String modelPath) {
+        this.modelEnum = modelEnum;
+        this.modelPath = modelPath;
+    }
+
+    public <T> T getCustomParam(String key, Class<T> clazz) {
+        Object value = customParams.get(key);
+        if (value == null) return null;
+        return clazz.cast(value);
+    }
+
+    /**
+     * 添加个性化配置项
+     */
+    public void putCustomParam(String key, Object value) {
+        if (customParams == null) {
+            customParams = new HashMap<>();
+        }
+        customParams.put(key, value);
+    }
+}

smartjavaai-face/src/main/java/cn/smartjavaai/face/config/FaceExpressionConfig.java

@@ -0,0 +1,51 @@
+package cn.smartjavaai.face.config;
+
+import cn.smartjavaai.common.enums.DeviceEnum;
+import cn.smartjavaai.face.enums.ExpressionModelEnum;
+import cn.smartjavaai.face.model.facedect.FaceDetModel;
+import cn.smartjavaai.face.model.facerec.FaceRecModel;
+import lombok.Data;
+
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * @author dwj
+ * @date 2025/7/1
+ */
+@Data
+public class FaceExpressionConfig {
+
+    /**
+     * 模型枚举
+     */
+    private ExpressionModelEnum modelEnum = ExpressionModelEnum.DensNet121;
+
+    /**
+     * 模型路径
+     */
+    private String modelPath;
+
+    /**
+     * 设备类型
+     */
+    private DeviceEnum device;
+
+    /**
+     * 人脸检测模型
+     */
+    private FaceDetModel detectModel;
+
+    /**
+     * 是否对齐人脸
+     */
+    private boolean align = true;
+
+    /**
+     * 是否裁剪人脸
+     */
+    private boolean cropFace = true;
+
+
+
+}

smartjavaai-face/src/main/java/cn/smartjavaai/face/config/FaceExtractConfig.java

@@ -1,39 +0,0 @@
-package cn.smartjavaai.face.config;
-
-import cn.smartjavaai.face.model.facerec.FaceModel;
-import lombok.Data;
-
-/**
- * 人脸特征提取配置
- * @author dwj
- * @date 2025/4/24
- */
-@Data
-public class FaceExtractConfig {
-
-    /**
-     * 是否裁剪人脸
-     */
-    private boolean cropFace = true;
-
-    /**
-     * 是否对齐人脸
-     */
-    private boolean align = false;
-
-    /**
-     * 人脸检测模型
-     */
-    private FaceModel detectModel;
-
-    public FaceExtractConfig() {
-    }
-
-    public FaceExtractConfig(boolean cropFace, boolean align, FaceModel detectModel) {
-        this.cropFace = cropFace;
-        this.align = align;
-        this.detectModel = detectModel;
-    }
-
-
-}

smartjavaai-face/src/main/java/cn/smartjavaai/face/config/FaceRecConfig.java

@@ -2,22 +2,26 @@ package cn.smartjavaai.face.config;
 
 import cn.smartjavaai.common.enums.DeviceEnum;
 import cn.smartjavaai.face.constant.FaceDetectConstant;
-import cn.smartjavaai.face.enums.FaceModelEnum;
-import cn.smartjavaai.face.enums.VectorDBType;
+import cn.smartjavaai.face.enums.FaceRecModelEnum;
+import cn.smartjavaai.face.model.facedect.FaceDetModel;
+import cn.smartjavaai.face.model.facerec.FaceRecModel;
 import cn.smartjavaai.face.vector.config.VectorDBConfig;
 import lombok.Data;
 
+import java.util.HashMap;
+import java.util.Map;
+
 /**
  * 人脸检测识别模型配置
  * @author dwj
  */
 @Data
-public class FaceModelConfig {
+public class FaceRecConfig {
 
     /**
      * 人脸模型枚举
      */
-    private FaceModelEnum modelEnum;
+    private FaceRecModelEnum modelEnum;
 
     /**
      * 置信度阈值
@@ -49,16 +53,6 @@ public class FaceModelConfig {
      */
     private DeviceEnum device;
 
-    /**
-     * gpu设备ID 当device为GPU时生效
-     */
-    private int gpuId = 0;
-
-    /**
-     * 人脸特征提取配置
-     */
-    private FaceExtractConfig extractConfig;
-
 
     /**
      * 向量数据库配置
@@ -70,15 +64,52 @@ public class FaceModelConfig {
      */
     private boolean isAutoLoadFace = true;
 
-    public FaceModelConfig() {
+
+    /**
+     * 是否裁剪人脸
+     */
+    private boolean cropFace = true;
+
+    /**
+     * 是否对齐人脸
+     */
+    private boolean align = false;
+
+    /**
+     * 人脸检测模型
+     */
+    private FaceDetModel detectModel;
+
+    /**
+     * 个性化配置（按模型类型动态解析）
+     */
+    private Map<String, Object> customParams = new HashMap<>();
+
+    public FaceRecConfig() {
     }
 
-    public FaceModelConfig(FaceModelEnum modelEnum) {
+    public FaceRecConfig(FaceRecModelEnum modelEnum) {
         this.modelEnum = modelEnum;
     }
 
-    public FaceModelConfig(FaceModelEnum modelEnum, String modelPath) {
+    public FaceRecConfig(FaceRecModelEnum modelEnum, String modelPath) {
         this.modelEnum = modelEnum;
         this.modelPath = modelPath;
     }
+
+    public <T> T getCustomParam(String key, Class<T> clazz) {
+        Object value = customParams.get(key);
+        if (value == null) return null;
+        return clazz.cast(value);
+    }
+
+    /**
+     * 添加个性化配置项
+     */
+    public void putCustomParam(String key, Object value) {
+        if (customParams == null) {
+            customParams = new HashMap<>();
+        }
+        customParams.put(key, value);
+    }
 }

smartjavaai-face/src/main/java/cn/smartjavaai/face/config/LivenessConfig.java

@@ -1,12 +1,15 @@
 package cn.smartjavaai.face.config;
 
 import cn.smartjavaai.common.enums.DeviceEnum;
-import cn.smartjavaai.face.constant.FaceDetectConstant;
 import cn.smartjavaai.face.constant.LivenessConstant;
-import cn.smartjavaai.face.enums.FaceModelEnum;
 import cn.smartjavaai.face.enums.LivenessModelEnum;
+import cn.smartjavaai.face.model.facedect.FaceDetModel;
+import cn.smartjavaai.face.model.facerec.FaceRecModel;
 import lombok.Data;
 
+import java.util.HashMap;
+import java.util.Map;
+
 /**
  * 活体检测模型配置
  * @author dwj
@@ -30,25 +33,26 @@ public class LivenessConfig {
     private DeviceEnum device;
 
     /**
-     * gpu设备ID 当device为GPU时生效
+     * 人脸检测模型
      */
-    private int gpuId = 0;
+    private FaceDetModel detectModel;
 
     /**
-     * 人脸清晰度阈值
+     * 个性化配置（按模型类型动态解析）
      */
-    private float faceClarityThreshold = LivenessConstant.DEFAULT_FACE_CLARITY_THRESHOLD;
+    private Map<String, Object> customParams = new HashMap<>();
 
-    /**
-     * 活体阈值
-     */
-    private float realityThreshold = LivenessConstant.DEFAULT_REALITY_THRESHOLD;
 
     /**
      * 视频检测帧数
      */
     private int frameCount = LivenessConstant.DEFAULT_FRAME_COUNT;
 
+    /**
+     * 真人阈值
+     */
+    private Float realityThreshold;
+
     public LivenessConfig() {
     }
 
@@ -64,4 +68,21 @@ public class LivenessConfig {
     public LivenessConfig(String modelPath) {
         this.modelPath = modelPath;
     }
+
+    // 可选封装方法，便于类型转换和调用
+    public <T> T getCustomParam(String key, Class<T> clazz) {
+        Object value = customParams.get(key);
+        if (value == null) return null;
+        return clazz.cast(value);
+    }
+
+    /**
+     * 添加个性化配置项
+     */
+    public void putCustomParam(String key, Object value) {
+        if (customParams == null) {
+            customParams = new HashMap<>();
+        }
+        customParams.put(key, value);
+    }
 }

smartjavaai-face/src/main/java/cn/smartjavaai/face/config/QualityConfig.java

@@ -0,0 +1,52 @@
+package cn.smartjavaai.face.config;
+
+import cn.smartjavaai.common.enums.DeviceEnum;
+import cn.smartjavaai.face.constant.LivenessConstant;
+import cn.smartjavaai.face.enums.LivenessModelEnum;
+import cn.smartjavaai.face.enums.QualityModelEnum;
+import lombok.Data;
+
+/**
+ * 质量评估配置
+ * @author dwj
+ */
+@Data
+public class QualityConfig {
+
+    /**
+     * 活体检测模型枚举
+     */
+    private QualityModelEnum modelEnum = QualityModelEnum.SEETA_FACE6_MODEL;
+
+    /**
+     * 模型路径
+     */
+    private String modelPath;
+
+    /**
+     * 设备类型
+     */
+    private DeviceEnum device;
+
+    /**
+     * gpu设备ID 当device为GPU时生效
+     */
+    private int gpuId = 0;
+
+
+    public QualityConfig() {
+    }
+
+    public QualityConfig(QualityModelEnum modelEnum) {
+        this.modelEnum = modelEnum;
+    }
+
+    public QualityConfig(QualityModelEnum modelEnum, String modelPath) {
+        this.modelEnum = modelEnum;
+        this.modelPath = modelPath;
+    }
+
+    public QualityConfig(String modelPath) {
+        this.modelPath = modelPath;
+    }
+}