diff --git a/core/src/main/java/com/dite/znpt/constant/Message.java b/core/src/main/java/com/dite/znpt/constant/Message.java
index fdb9de4..e0e5adc 100644
--- a/core/src/main/java/com/dite/znpt/constant/Message.java
+++ b/core/src/main/java/com/dite/znpt/constant/Message.java
@@ -61,4 +61,5 @@ public class Message implements Serializable {
     public static final String WORK_SHIFT_NAME_EXIST = "班次名称已经存在";
     public static final String WORK_SHIFT_NOT_EXIST = "班次不存在";
     public static final String WORK_SHIFT_IS_NOT_UNPUBLISH = "班次的状态不是未发布";
+    public static final String IMAGE_AUTO_MARK_ERROR = "自动标注出错：";
 }
diff --git a/core/src/main/java/com/dite/znpt/domain/vo/DefectMarkReq.java b/core/src/main/java/com/dite/znpt/domain/vo/DefectMarkReq.java
index 358d979..0b2367c 100644
--- a/core/src/main/java/com/dite/znpt/domain/vo/DefectMarkReq.java
+++ b/core/src/main/java/com/dite/znpt/domain/vo/DefectMarkReq.java
@@ -23,9 +23,6 @@ public class DefectMarkReq implements Serializable {
     @ApiModelProperty("图片id")
     private String imageId;
 
-    @ApiModelProperty("图片集id")
-    private String collectId;
-
     @NotBlank(groups = {ValidationGroup.Request.class}, message = "模型id不能为空")
     @ApiModelProperty("模型id")
     private String modelId;
diff --git a/core/src/main/java/com/dite/znpt/domain/vo/DefectReq.java b/core/src/main/java/com/dite/znpt/domain/vo/DefectReq.java
index f34d318..c4a45cd 100644
--- a/core/src/main/java/com/dite/znpt/domain/vo/DefectReq.java
+++ b/core/src/main/java/com/dite/znpt/domain/vo/DefectReq.java
@@ -1,5 +1,6 @@
 package com.dite.znpt.domain.vo;
 
+import com.dite.znpt.domain.bo.Detection;
 import com.fasterxml.jackson.annotation.JsonFormat;
 import io.swagger.annotations.ApiModel;
 import io.swagger.annotations.ApiModelProperty;
@@ -51,6 +52,9 @@ public class DefectReq implements Serializable {
     @ApiModelProperty("标注信息")
     private String labelInfo;
 
+    @ApiModelProperty("标注信息")
+    private Detection markInfo;
+
     @ApiModelProperty("说明")
     private String description;
 
diff --git a/core/src/main/java/com/dite/znpt/domain/vo/DefectResp.java b/core/src/main/java/com/dite/znpt/domain/vo/DefectResp.java
index 73f6444..4ff545f 100644
--- a/core/src/main/java/com/dite/znpt/domain/vo/DefectResp.java
+++ b/core/src/main/java/com/dite/znpt/domain/vo/DefectResp.java
@@ -1,16 +1,11 @@
 package com.dite.znpt.domain.vo;
 
-import com.alibaba.excel.annotation.ExcelProperty;
-import com.baomidou.mybatisplus.annotation.IdType;
-import com.baomidou.mybatisplus.annotation.TableField;
-import com.baomidou.mybatisplus.annotation.TableId;
 import io.swagger.annotations.ApiModel;
 import io.swagger.annotations.ApiModelProperty;
 import lombok.Data;
 
 import java.io.Serial;
 import java.io.Serializable;
-import java.time.LocalDate;
 
 /**
  * @author huise23
@@ -27,6 +22,9 @@ public class DefectResp extends DefectReq implements Serializable {
     @ApiModelProperty("缺陷id")
     private String defectId;
 
+    @ApiModelProperty("图像id")
+    private String imageId;
+
     @ApiModelProperty("缺陷类型描述")
     private String defectTypeLabel;
 
diff --git a/core/src/main/java/com/dite/znpt/enums/DefectTypeEnum.java b/core/src/main/java/com/dite/znpt/enums/DefectTypeEnum.java
index 68505b5..4ea3f4d 100644
--- a/core/src/main/java/com/dite/znpt/enums/DefectTypeEnum.java
+++ b/core/src/main/java/com/dite/znpt/enums/DefectTypeEnum.java
@@ -13,7 +13,7 @@ import java.util.List;
  */
 @Getter
 public enum DefectTypeEnum {
-    CRAZE("BMLW", "合缝开裂"),
+    BMLW("bmlw", "表面裂纹"),
     ABRASION("ABRASION", "合缝磨损"),
     LEATHER_BREAKAGE("LEATHER_BREAKAGE", "蒙皮破损"),
     FABRIC_BREAKAGE("FABRIC_BREAKAGE", "布层破损"),
diff --git a/core/src/main/java/com/dite/znpt/enums/FilePathEnum.java b/core/src/main/java/com/dite/znpt/enums/FilePathEnum.java
index 702b30f..3c522a7 100644
--- a/core/src/main/java/com/dite/znpt/enums/FilePathEnum.java
+++ b/core/src/main/java/com/dite/znpt/enums/FilePathEnum.java
@@ -14,8 +14,7 @@ public enum FilePathEnum {
     IMAGE_TEMP("/static/image/temp/", "image-temp"),
     VIDEO("/static/video/", "video"),
     AUDIO("/static/audio/", "audio"),
-    ATTACH("/static/attach/", "attach"),
-    INSURANCE("/static/insurance/", "insurance");
+    ATTACH("/static/attach/", "attach");
 
     @Getter
     private final String urlPath;
diff --git a/core/src/main/java/com/dite/znpt/enums/ImageSourceEnum.java b/core/src/main/java/com/dite/znpt/enums/ImageSourceEnum.java
index 8919e04..c69ee63 100644
--- a/core/src/main/java/com/dite/znpt/enums/ImageSourceEnum.java
+++ b/core/src/main/java/com/dite/znpt/enums/ImageSourceEnum.java
@@ -13,19 +13,17 @@ import java.util.List;
  */
 @Getter
 public enum ImageSourceEnum {
-    COLLECT("collect", "图像采集", Boolean.TRUE),
-    OUT_WORK("out-work", "外部工作", Boolean.TRUE),
-    IN_WORK("in-work", "内部工作", Boolean.TRUE),
-    LIGHTNING_PROTECTING_WORK("lightning-protection-work", "防雷工作", Boolean.FALSE);
+    COLLECT("collect", "图像采集"),
+    OUT_WORK("out-work", "外部工作"),
+    IN_WORK("in-work", "内部工作"),
+    LIGHTNING_PROTECTING_WORK("lightning-protection-work", "防雷工作");
 
     private final String code;
     private final String desc;
-    private final boolean isDefectImage;
 
-    ImageSourceEnum(String code, String desc, boolean isDefectImage){
+    ImageSourceEnum(String code, String desc){
         this.code = code;
         this.desc = desc;
-        this.isDefectImage = isDefectImage;
     }
 
     public static ImageSourceEnum getByCode(String code){
@@ -42,14 +40,12 @@ public enum ImageSourceEnum {
         return null == e ? null : e.desc;
     }
 
-    public static List<JSONObject> list(Boolean isDefectImage){
+    public static List<JSONObject> list(){
         List<JSONObject> list = new ArrayList<>(ImageSourceEnum.values().length);
         for (ImageSourceEnum e : ImageSourceEnum.values() ) {
-            if(isDefectImage.equals(e.isDefectImage)){
-                JSONObject jsonObject = new JSONObject();
-                jsonObject.set(e.code, e.desc);
-                list.add(jsonObject);
-            }
+            JSONObject jsonObject = new JSONObject();
+            jsonObject.set(e.code, e.desc);
+            list.add(jsonObject);
         }
         return list;
     }
diff --git a/core/src/main/java/com/dite/znpt/service/DefectService.java b/core/src/main/java/com/dite/znpt/service/DefectService.java
index 573c5f1..4796f8c 100644
--- a/core/src/main/java/com/dite/znpt/service/DefectService.java
+++ b/core/src/main/java/com/dite/znpt/service/DefectService.java
@@ -77,10 +77,10 @@ public interface DefectService extends IService<DefectEntity> {
      * 功能描述：缺陷自动检测
      *
      * @param markReq 马克请求类
-     * @return {@link DefectResp }
+     * @return {@link List }<{@link DefectResp }>
      * @author cuizhibin
-     * @date 2025/07/04 10:55
+     * @date 2025/07/04 14:53
      **/
-    DefectResp detect(DefectMarkReq markReq);
+    List<DefectResp> detect(DefectMarkReq markReq);
 }
 
diff --git a/core/src/main/java/com/dite/znpt/service/impl/DefectServiceImpl.java b/core/src/main/java/com/dite/znpt/service/impl/DefectServiceImpl.java
index 59b2093..8bc2ad5 100644
--- a/core/src/main/java/com/dite/znpt/service/impl/DefectServiceImpl.java
+++ b/core/src/main/java/com/dite/znpt/service/impl/DefectServiceImpl.java
@@ -1,15 +1,17 @@
 package com.dite.znpt.service.impl;
 
+import ai.onnxruntime.OrtException;
+import cn.hutool.core.io.FileUtil;
 import cn.hutool.core.util.StrUtil;
+import cn.hutool.json.JSONUtil;
 import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
 import com.dite.znpt.constant.Message;
 import com.dite.znpt.converts.Converts;
+import com.dite.znpt.domain.bo.Detection;
 import com.dite.znpt.domain.entity.DefectEntity;
 import com.dite.znpt.domain.entity.ImageEntity;
 import com.dite.znpt.domain.vo.*;
-import com.dite.znpt.enums.DefectSourceEnum;
-import com.dite.znpt.enums.DefectTypeEnum;
-import com.dite.znpt.enums.RepairStatusEnum;
+import com.dite.znpt.enums.*;
 import com.dite.znpt.exception.ServiceException;
 import com.dite.znpt.mapper.DefectMapper;
 import com.dite.znpt.service.DefectService;
@@ -21,9 +23,11 @@ import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
 import javax.annotation.Resource;
+import java.time.LocalDate;
 import java.util.ArrayList;
 import java.util.List;
 import java.util.Map;
+import java.util.Objects;
 import java.util.function.Function;
 import java.util.stream.Collectors;
 
@@ -51,12 +55,19 @@ public class DefectServiceImpl extends ServiceImpl<DefectMapper, DefectEntity> i
     @Override
     public List<DefectResp> page(DefectListReq req) {
         PageUtil.startPage();
-        return this.list(req);
+        List<DefectResp> list = this.list(req);
+        list.forEach(defect -> {
+            defect.setMarkInfo(JSONUtil.toBean(defect.getLabelInfo(), Detection.class));
+        });
+        return list;
     }
 
     @Override
     public List<DefectResp> list(DefectListReq req) {
         List<DefectResp> defectList= this.baseMapper.queryBySelective(req);
+        defectList.forEach(defect -> {
+            defect.setMarkInfo(JSONUtil.toBean(defect.getLabelInfo(), Detection.class));
+        });
         return defectList;
     }
 
@@ -72,9 +83,10 @@ public class DefectServiceImpl extends ServiceImpl<DefectMapper, DefectEntity> i
     public DefectResp detail(String defectId) {
         DefectResp defectResp = this.baseMapper.detail(defectId);
         defectResp.setDefectTypeLabel(DefectTypeEnum.getDescByCode(defectResp.getDefectType()));
-        defectResp.setDefectLevel(DefectTypeEnum.getDescByCode(defectResp.getDefectLevel()));
+        defectResp.setDefectLevel(DefectLevelEnum.getDescByCode(defectResp.getDefectLevel()));
         defectResp.setRepairStatusLabel(RepairStatusEnum.getDescByCode(defectResp.getRepairStatus()));
         defectResp.setSourceLabel(DefectSourceEnum.getDescByCode(defectResp.getSourceLabel()));
+        defectResp.setMarkInfo(JSONUtil.toBean(defectResp.getLabelInfo(), Detection.class));
         return defectResp;
     }
 
@@ -94,6 +106,7 @@ public class DefectServiceImpl extends ServiceImpl<DefectMapper, DefectEntity> i
         }
         DefectEntity defectEntity = Converts.INSTANCE.toDefectEntity(req);
         defectEntity.setImageId(imageId);
+        defectEntity.setLabelInfo(JSONUtil.toJsonStr(req.getMarkInfo()));
         this.save(defectEntity);
     }
 
@@ -115,6 +128,7 @@ public class DefectServiceImpl extends ServiceImpl<DefectMapper, DefectEntity> i
             if(imageMap.containsKey(key)){
                 DefectEntity defectEntity = Converts.INSTANCE.toDefectEntity(req);
                 defectEntity.setImageId(imageMap.get(key).getImageId());
+                defectEntity.setLabelInfo(JSONUtil.toJsonStr(req.getMarkInfo()));
                 defectEntityList.add(defectEntity);
             }
         });
@@ -137,6 +151,7 @@ public class DefectServiceImpl extends ServiceImpl<DefectMapper, DefectEntity> i
             throw new ServiceException(Message.DEFECT_ID_IS_NOT_EXIST);
         }
         DefectEntity defectEntity = Converts.INSTANCE.toDefectEntity(req);
+        defectEntity.setLabelInfo(JSONUtil.toJsonStr(req.getMarkInfo()));
         this.updateById(defectEntity);
     }
 
@@ -157,13 +172,38 @@ public class DefectServiceImpl extends ServiceImpl<DefectMapper, DefectEntity> i
      * 功能描述：缺陷自动检测
      *
      * @param markReq 马克请求类
-     * @return {@link DefectResp }
+     * @return {@link List }<{@link DefectResp }>
      * @author cuizhibin
      * @date 2025/07/04 10:55
      **/
     @Override
-    public DefectResp detect(DefectMarkReq markReq) {
-//        multiModelYoloService.runFolderDetection();
-        return null;
+    public List<DefectResp> detect(DefectMarkReq markReq) {
+        ImageEntity image = imageService.getById(markReq.getImageId());
+        if (Objects.isNull(image)) {
+            throw new ServiceException(Message.IMAGE_ID_IS_NOT_EXIST);
+        }
+        FilePathEnum pathEnum = image.getImagePath().contains("temp") ? FilePathEnum.IMAGE_TEMP : FilePathEnum.IMAGE;
+        String inputPath = pathEnum.getFileAbsolutePath(image.getImagePath());
+        String outputPath = FileUtil.getParent(inputPath, 1).concat(FileUtil.mainName(inputPath)+"_mark").concat(StrUtil.DOT).concat(FileUtil.extName(inputPath));
+        try {
+            List<Detection> detect = multiModelYoloService.detect(markReq.getModelId(), inputPath, outputPath, markReq.getConfThreshold());
+            List<DefectResp> respList = new ArrayList<>();
+            for (Detection detection : detect) {
+                DefectResp resp = new DefectResp();
+                resp.setImageId(markReq.getImageId());
+                resp.setDefectType(detection.getLabel());
+                resp.setDefectTypeLabel(DefectTypeEnum.getDescByCode(detection.getLabel()));
+                resp.setDetectionDate(LocalDate.now());
+                resp.setSource(DefectSourceEnum.AI.getCode());
+                resp.setSourceLabel(DefectSourceEnum.AI.getDesc());
+                resp.setMarkInfo(detection);
+                resp.setRepairStatus(RepairStatusEnum.INCOMPLETE.getCode());
+                resp.setRepairStatusLabel(RepairStatusEnum.INCOMPLETE.getDesc());
+                respList.add(resp);
+            }
+            return respList;
+        } catch (OrtException e) {
+            throw new ServiceException(Message.IMAGE_AUTO_MARK_ERROR + e.getMessage());
+        }
     }
 }
diff --git a/core/src/main/java/com/dite/znpt/service/impl/ImageServiceImpl.java b/core/src/main/java/com/dite/znpt/service/impl/ImageServiceImpl.java
index 35a8728..95dca45 100644
--- a/core/src/main/java/com/dite/znpt/service/impl/ImageServiceImpl.java
+++ b/core/src/main/java/com/dite/znpt/service/impl/ImageServiceImpl.java
@@ -148,7 +148,7 @@ public class ImageServiceImpl extends ServiceImpl<ImageMapper, ImageEntity> impl
             temCategory.mkdirs();
         }
         String temPathPrefix = FilePathEnum.IMAGE_TEMP.getFileAbsolutePathPrefix().concat(imageSource).concat(FileUtil.FILE_SEPARATOR).concat(partId).concat(FileUtil.FILE_SEPARATOR);
-        ImageCollectEntity imageCollect = BeanUtil.copyProperties(collectReq, ImageCollectEntity.class);
+        ImageCollectEntity imageCollect = Optional.ofNullable(BeanUtil.copyProperties(collectReq, ImageCollectEntity.class)).orElse(new ImageCollectEntity());
         imageCollect.setCollectId(IdUtil.simpleUUID());
         List<ImageEntity> imageList = new ArrayList<>();
         for (MultipartFile file : files) {
diff --git a/web/src/main/java/com/dite/znpt/web/controller/CommonController.java b/web/src/main/java/com/dite/znpt/web/controller/CommonController.java
index 94f0d86..4e96b3b 100644
--- a/web/src/main/java/com/dite/znpt/web/controller/CommonController.java
+++ b/web/src/main/java/com/dite/znpt/web/controller/CommonController.java
@@ -90,7 +90,7 @@ public class CommonController {
     @ApiOperation(value = "查询通用图片来源", httpMethod = "GET")
     @GetMapping("/list/common-image-source")
     public Result<?> listCommonImageSource(){
-        return Result.ok(ImageSourceEnum.list(Boolean.FALSE));
+        return Result.ok(ImageSourceEnum.list());
     }
 
     @ApiOperation(value = "查询学历", httpMethod = "GET")
diff --git a/web/src/main/java/com/dite/znpt/web/controller/DefectController.java b/web/src/main/java/com/dite/znpt/web/controller/DefectController.java
index 65a3d21..5634ea3 100644
--- a/web/src/main/java/com/dite/znpt/web/controller/DefectController.java
+++ b/web/src/main/java/com/dite/znpt/web/controller/DefectController.java
@@ -68,8 +68,8 @@ public class DefectController {
     }
 
     @ApiOperation(value = "单图自动标注缺陷", httpMethod = "POST")
-    @PostMapping("/run")
-    public Result<DefectResp> runBatch(@Validated(ValidationGroup.Request.class) @RequestBody DefectMarkReq markReq) {
+    @PostMapping("/detect")
+    public Result<List<DefectResp>> runBatch(@Validated(ValidationGroup.Request.class) @RequestBody DefectMarkReq markReq) {
         return Result.ok(defectService.detect(markReq));
     }
 }
diff --git a/web/src/main/java/com/dite/znpt/web/controller/ImageController.java b/web/src/main/java/com/dite/znpt/web/controller/ImageController.java
index 9a9ce07..4c3ed4c 100644
--- a/web/src/main/java/com/dite/znpt/web/controller/ImageController.java
+++ b/web/src/main/java/com/dite/znpt/web/controller/ImageController.java
@@ -4,7 +4,6 @@ package com.dite.znpt.web.controller;
 import com.dite.znpt.domain.PageResult;
 import com.dite.znpt.domain.Result;
 import com.dite.znpt.domain.vo.*;
-import com.dite.znpt.enums.ImageSourceEnum;
 import com.dite.znpt.service.ImageCollectService;
 import com.dite.znpt.service.ImageService;
 import io.swagger.annotations.Api;
@@ -60,7 +59,7 @@ public class ImageController {
     @PostMapping("/{imageSource}/upload/{partId}")
     public Result<String> uploadOutWork(@PathVariable String imageSource, @PathVariable String partId, ImageCollectReq collectReq, @RequestParam("file") MultipartFile file) {
         MultipartFile[] files = {file};
-        return Result.ok(imageService.batchUploadDefectImage(partId, ImageSourceEnum.OUT_WORK.getCode(), collectReq, files).get(0).getImagePath());
+        return Result.ok(imageService.batchUploadDefectImage(partId, imageSource, collectReq, files).get(0).getImagePath());
     }
 
     @ApiOperation(value = "设置信息", httpMethod = "POST")
diff --git a/web/src/main/resources/application-dev.yml b/web/src/main/resources/application-dev.yml
index bbc969b..d2f6810 100644
--- a/web/src/main/resources/application-dev.yml
+++ b/web/src/main/resources/application-dev.yml
@@ -8,7 +8,7 @@ spring:
   datasource:
     type: com.alibaba.druid.pool.DruidDataSource
     driverClassName: com.mysql.cj.jdbc.Driver
-    url: jdbc:mysql://39.99.201.243:3306/test?useUnicode=true&characterEncoding=utf8&zeroDateTimeBehavior=convertToNull&useSSL=true&serverTimezone=GMT%2B8
+    url: jdbc:mysql://39.99.201.243:3306/znpt_dev?useUnicode=true&characterEncoding=utf8&zeroDateTimeBehavior=convertToNull&useSSL=true&serverTimezone=GMT%2B8
     username: root
     password: BUw8YW6%@^8q
     druid: