diff --git a/src/main/java/com/ai/da/controller/GenerateController.java b/src/main/java/com/ai/da/controller/GenerateController.java
index 5ea57c2c..17fc811b 100644
--- a/src/main/java/com/ai/da/controller/GenerateController.java
+++ b/src/main/java/com/ai/da/controller/GenerateController.java
@@ -4,6 +4,7 @@ import com.ai.da.common.response.Response;
 import com.ai.da.model.dto.GenerateLikeDTO;
 import com.ai.da.model.dto.GenerateModifyDTO;
 import com.ai.da.model.dto.GenerateThroughImageTextDTO;
+import com.ai.da.model.dto.ImageToSketchDTO;
 import com.ai.da.model.vo.*;
 import com.ai.da.service.GenerateService;
 import io.swagger.annotations.Api;
@@ -86,17 +87,15 @@ public class GenerateController {
 
     @ApiOperation(value = "imageToSketch")
     @PostMapping("/imageToSketch")
-    public Response<String> imageToSketch(@Valid @RequestBody GenerateThroughImageTextDTO generateThroughImageTextDTO) {
-        String generateResult = generateService.imageToSketch(generateThroughImageTextDTO);
-        return Response.success(generateResult);
+    public Response<GenerateResultVO> imageToSketch(@Valid @RequestBody ImageToSketchDTO imageToSketchDTO) {
+        return Response.success(generateService.imageToSketch(imageToSketchDTO));
     }
 
     // modifySketch
     @ApiOperation(value = "modifySketch")
     @PostMapping("/modifySketch")
-    public Response<String> modifySketch(@Valid @RequestBody GenerateModifyDTO generateModifyDTO) {
-        generateService.modifySketch(generateModifyDTO);
-        return Response.success("success");
+    public Response<CollectionElementVO> modifySketch(@Valid @RequestBody GenerateModifyDTO generateModifyDTO) {
+        return Response.success(generateService.modifySketch(generateModifyDTO));
     }
 
 }
diff --git a/src/main/java/com/ai/da/mapper/primary/entity/Generate.java b/src/main/java/com/ai/da/mapper/primary/entity/Generate.java
index 6d1148db..7a3157ab 100644
--- a/src/main/java/com/ai/da/mapper/primary/entity/Generate.java
+++ b/src/main/java/com/ai/da/mapper/primary/entity/Generate.java
@@ -72,6 +72,19 @@ public class Generate {
      */
     private String seed;
 
+    /**
+     * 1 -> 粗
+     * 2 -> 中
+     * 3 -> 细
+     * custom -> 自定义
+     */
+    private String sketchStyle;
+
+    /**
+     * sketch 风格参考图的collection_element_id
+     */
+    private Long styleImageElementId;
+
     /**
      * 创建时间
      */
diff --git a/src/main/java/com/ai/da/model/dto/ImageToSketchDTO.java b/src/main/java/com/ai/da/model/dto/ImageToSketchDTO.java
new file mode 100644
index 00000000..983172c9
--- /dev/null
+++ b/src/main/java/com/ai/da/model/dto/ImageToSketchDTO.java
@@ -0,0 +1,22 @@
+package com.ai.da.model.dto;
+
+import io.swagger.annotations.ApiModel;
+import io.swagger.annotations.ApiModelProperty;
+import lombok.Data;
+
+@ApiModel("image to sketch")
+@Data
+public class ImageToSketchDTO {
+
+    @ApiModelProperty("上传图片的collection_element_id")
+    private Long elementId;
+
+    @ApiModelProperty("sketch线条风格 1->粗， 2->中， 3->细，传数字，自定义风格时，传空 ")
+    private String style;
+
+    @ApiModelProperty("自定义线条风格，上传图片的collection_element_id")
+    private Long styleImageId;
+
+    @ApiModelProperty("性别")
+    private String gender;
+}
diff --git a/src/main/java/com/ai/da/model/enums/SketchStyle.java b/src/main/java/com/ai/da/model/enums/SketchStyle.java
new file mode 100644
index 00000000..364ded96
--- /dev/null
+++ b/src/main/java/com/ai/da/model/enums/SketchStyle.java
@@ -0,0 +1,20 @@
+package com.ai.da.model.enums;
+
+public enum SketchStyle implements IEnumDisplay{
+
+    THICK("Thick"),
+
+    MEDIUM("Medium"),
+
+    THIN("Thin");
+
+    private String value;
+
+    SketchStyle(String value) {
+        this.value = value;
+    }
+    @Override
+    public String getValue() {
+        return value;
+    }
+}
diff --git a/src/main/java/com/ai/da/model/vo/GenerateResultVO.java b/src/main/java/com/ai/da/model/vo/GenerateResultVO.java
index 4a5f1453..4c82f674 100644
--- a/src/main/java/com/ai/da/model/vo/GenerateResultVO.java
+++ b/src/main/java/com/ai/da/model/vo/GenerateResultVO.java
@@ -28,9 +28,10 @@ public class GenerateResultVO {
         this.status = status;
     }
 
-    public GenerateResultVO(Long id, String url, String status) {
+    public GenerateResultVO(Long id, String url, String status, String category) {
         this.id = id;
         this.url = url;
         this.status = status;
+        this.category = category;
     }
 }
diff --git a/src/main/java/com/ai/da/python/PythonService.java b/src/main/java/com/ai/da/python/PythonService.java
index 9b8e6186..bb660a9a 100644
--- a/src/main/java/com/ai/da/python/PythonService.java
+++ b/src/main/java/com/ai/da/python/PythonService.java
@@ -63,8 +63,6 @@ public class PythonService {
     private String accessPythonIp;
     @Value("${access.python.port:''}")
     private String accessPythonPort;
-    @Value("${access.python.address}")
-    private String fastApiPythonAddress;
     @Value("${minio.bucketName.gradient}")
     private String gradientBucketName;
     @Value("${access.python.generate_sr_port}")
@@ -3449,7 +3447,7 @@ public class PythonService {
         throw new BusinessException("relightImage.interface.exception");
     }
 
-    public String imageToSketch(String imagePath, String bucket, String objectName){
+    public String imageToSketch(String imagePath, String bucket, String objectName, String styleCode, String styleImageUrl){
         OkHttpClient client = new OkHttpClient().newBuilder()
                 .connectTimeout(30, TimeUnit.SECONDS)
                 .pingInterval(5, TimeUnit.SECONDS)//websocket轮训间隔(单位:秒)
@@ -3460,6 +3458,8 @@ public class PythonService {
         //关闭FastJson的引用检测 防止出现$ref 现象
         Map<String, Object> map = new HashMap<>();
         map.put("image_url", imagePath);
+        map.put("style_image_url", styleImageUrl);
+        map.put("default_style", styleCode);
         map.put("sketch_bucket", bucket);
         map.put("sketch_name", objectName);
 
diff --git a/src/main/java/com/ai/da/service/GenerateService.java b/src/main/java/com/ai/da/service/GenerateService.java
index 36e028f2..1bb28186 100644
--- a/src/main/java/com/ai/da/service/GenerateService.java
+++ b/src/main/java/com/ai/da/service/GenerateService.java
@@ -5,6 +5,7 @@ import com.ai.da.mapper.primary.entity.GenerateDetail;
 import com.ai.da.model.dto.GenerateLikeDTO;
 import com.ai.da.model.dto.GenerateModifyDTO;
 import com.ai.da.model.dto.GenerateThroughImageTextDTO;
+import com.ai.da.model.dto.ImageToSketchDTO;
 import com.ai.da.model.vo.*;
 import com.baomidou.mybatisplus.extension.service.IService;
 
@@ -43,7 +44,7 @@ public interface GenerateService extends IService<Generate> {
 
     List<Map<String, Object>> getCountByUserAndTime(String startTime, String endTime, List<Long> accountIdList);
 
-    String imageToSketch(GenerateThroughImageTextDTO generateThroughImageTextDTO);
+    GenerateResultVO imageToSketch(ImageToSketchDTO imageToSketchDTO);
 
-    void modifySketch(GenerateModifyDTO generateModifyDTO);
+    CollectionElementVO modifySketch(GenerateModifyDTO generateModifyDTO);
 }
diff --git a/src/main/java/com/ai/da/service/UserLikeService.java b/src/main/java/com/ai/da/service/UserLikeService.java
index 0be8c536..8847367c 100644
--- a/src/main/java/com/ai/da/service/UserLikeService.java
+++ b/src/main/java/com/ai/da/service/UserLikeService.java
@@ -26,6 +26,4 @@ public interface UserLikeService extends IService<UserLike> {
     void updateDate(Long designItemId,String timeZone);
 
     List<UserLike> getUserLikeList(Long id);
-
-    List<Map<String, Long>> getHistoryLikeWithGradient();
 }
diff --git a/src/main/java/com/ai/da/service/impl/GenerateServiceImpl.java b/src/main/java/com/ai/da/service/impl/GenerateServiceImpl.java
index 17b3ea32..1e035e78 100644
--- a/src/main/java/com/ai/da/service/impl/GenerateServiceImpl.java
+++ b/src/main/java/com/ai/da/service/impl/GenerateServiceImpl.java
@@ -7,10 +7,8 @@ import com.ai.da.common.enums.*;
 import com.ai.da.common.utils.*;
 import com.ai.da.mapper.primary.*;
 import com.ai.da.mapper.primary.entity.*;
-import com.ai.da.model.dto.GenerateLikeDTO;
-import com.ai.da.model.dto.GenerateModifyDTO;
-import com.ai.da.model.dto.GenerateThroughImageTextDTO;
-import com.ai.da.model.dto.GenerateToPythonDTO;
+import com.ai.da.model.dto.*;
+import com.ai.da.model.enums.SketchStyle;
 import com.ai.da.model.vo.*;
 import com.ai.da.python.PythonService;
 import com.ai.da.service.*;
@@ -773,25 +771,28 @@ public class GenerateServiceImpl extends ServiceImpl<GenerateMapper, Generate> i
 
     @Override
     @Transactional(rollbackFor = Exception.class)
-    public String imageToSketch(GenerateThroughImageTextDTO generateThroughImageTextDTO) {
+    public GenerateResultVO imageToSketch(ImageToSketchDTO imageToSketchDTO) {
         String bucket = userBucket;
         Long accountId = UserContext.getUserHolder().getId();
 
-        String imagePath;
-        if (generateThroughImageTextDTO.getDesignType().equals("collection")) {
-            CollectionElement collectionElement = collectionElementService.getById(generateThroughImageTextDTO.getCollectionElementId());
-            imagePath = collectionElement.getUrl();
-        } else if (generateThroughImageTextDTO.getDesignType().equals("productImage")) {
-            ToProductImageResult productImage = toProductImageResultMapper.selectById(generateThroughImageTextDTO.getCollectionElementId());
-            imagePath = productImage.getUrl();
-        } else {
-            log.error("unknown designType");
-            throw new BusinessException("unknown designType");
-        }
+        CollectionElement collectionElement = collectionElementService.getById(imageToSketchDTO.getElementId());
+        String imagePath = collectionElement.getUrl();
+
         log.info(minioUtil.getPreSignedUrl(imagePath, CommonConstant.MINIO_IMAGE_EXPIRE_TIME));
         String imageName = imagePath.substring(imagePath.lastIndexOf("/") + 1);
         String objectName = accountId + "/imageToSketch/" + imageName;
-        String sketchPath = pythonService.imageToSketch(imagePath, bucket, objectName);
+        String style = imageToSketchDTO.getStyle();
+        String styleCode = style.equals(SketchStyle.THICK.getValue()) ? "1" :
+                style.equals(SketchStyle.MEDIUM.getValue()) ? "2" :
+                        style.equals(SketchStyle.THIN.getValue()) ? "3" : "Custom";
+        String styleImage;
+        if (!Objects.isNull(imageToSketchDTO.getStyleImageId())){
+            CollectionElement styleElement = collectionElementService.getById(imageToSketchDTO.getElementId());
+            styleImage = styleElement.getUrl();
+        } else {
+            styleImage = null;
+        }
+        String sketchPath = pythonService.imageToSketch(imagePath, bucket, objectName, styleCode, styleImage);
 
         // 存DB
         Generate generate = new Generate();
@@ -799,21 +800,33 @@ public class GenerateServiceImpl extends ServiceImpl<GenerateMapper, Generate> i
         generate.setUniqueId(String.valueOf(0));
         generate.setLevel1Type(SKETCH_BOARD.getRealName());
         generate.setLevel2Type("ImageToSketch");
-        generate.setElementSource(generateThroughImageTextDTO.getDesignType());
-        generate.setElementId(generateThroughImageTextDTO.getCollectionElementId());
+        generate.setElementSource("collection");
+        generate.setElementId(imageToSketchDTO.getElementId());
         generate.setGenerateType("image");
+        generate.setSketchStyle(styleCode);
+        generate.setStyleImageElementId(imageToSketchDTO.getElementId());
         generate.setCreateDate(new Date());
         baseMapper.insert(generate);
 
-        // 返回
-        return minioUtil.getPreSignedUrl(sketchPath, CommonConstant.MINIO_IMAGE_EXPIRE_TIME);
+        // 将生成结果存入DB
+        GenerateDetail generateDetail = new GenerateDetail();
+        generateDetail.setGenerateId(generate.getId());
+        generateDetail.setUrl(sketchPath);
+        generateDetail.setIsLike((byte)0);
+        generateDetail.setMd5(MD5Utils.encryptFile(minioUtil.getPreSignedUrl(sketchPath, 24 * 60), Boolean.FALSE));
+        generateDetail.setCreateDate(LocalDateTime.now());
+        generateDetailMapper.insert(generateDetail);
+
+        String clothCategory = pythonService.getClothCategory(sketchPath, imageToSketchDTO.getGender());
+
+        return new GenerateResultVO(generateDetail.getId(), minioUtil.getPreSignedUrl(sketchPath, CommonConstant.MINIO_IMAGE_EXPIRE_TIME), "Success", clothCategory);
     }
 
     // 对提取出来的sketch做调整
     // 输入 base64，以及 性别 分类，将图片添加到library
     @Override
     @Transactional(rollbackFor = Exception.class)
-    public void modifySketch(GenerateModifyDTO generateModifyDTO) {
+    public CollectionElementVO modifySketch(GenerateModifyDTO generateModifyDTO) {
         log.info("修改提取出的sketch,并加入到library");
         Long accountId = UserContext.getUserHolder().getId();
         String base64 = generateModifyDTO.getBase64();
@@ -826,17 +839,23 @@ public class GenerateServiceImpl extends ServiceImpl<GenerateMapper, Generate> i
 
         log.info("修改后的图片 ： {}", minioPath);
 
-        // 存入db
-        Library library = new Library();
-        library.setAccountId(accountId);
-        library.setLevel1Type(SKETCH_BOARD.getRealName());
-        library.setLevel2Type(category);
-        library.setLevel3Type(gender);
-        library.setName(LocalDate.now().format(DateTimeFormatter.ofPattern("yyyyMMdd")));
-        library.setUrl(minioPath);
-        library.setMd5(MD5Utils.encryptFile(minioUtil.getPreSignedUrl(minioPath, 24 * 60), Boolean.FALSE));
-        library.setCreateDate(new Date());
+        // 存入db 保存到t_collection_element
+        CollectionElement collectionElement = new CollectionElement();
+        collectionElement.setAccountId(accountId);
+        collectionElement.setCollectionId(0L);
+        collectionElement.setLevel1Type(SKETCH_BOARD.getRealName());
+        collectionElement.setLevel2Type(generateModifyDTO.getCategory());
+        collectionElement.setName(LocalDateTime.now().format(DateTimeFormatter.ofPattern("yyyyMMdd")));
+        collectionElement.setUrl(minioPath);
+        collectionElement.setHasPin((byte)0);
+        collectionElement.setMd5(MD5Utils.encryptFile(minioUtil.getPreSignedUrl(minioPath, CommonConstant.MINIO_IMAGE_EXPIRE_TIME), Boolean.FALSE));
+        collectionElement.setCreateDate(new Date());
+        collectionElementService.save(collectionElement);
 
-        libraryService.save(library);
+        CollectionElementVO collectionElementVO = CopyUtil.copyObject(collectionElement, CollectionElementVO.class);
+        collectionElementVO.setMinIOPath(collectionElementVO.getUrl());
+        collectionElementVO.setUrl(minioUtil.getPreSignedUrl(collectionElementVO.getUrl(), CommonConstant.MINIO_IMAGE_EXPIRE_TIME));
+        collectionElementVO.setDesignType(DesignTypeEnum.COLLECTION.getRealName());
+        return collectionElementVO;
     }
 }
diff --git a/src/main/java/com/ai/da/service/impl/UserLikeServiceImpl.java b/src/main/java/com/ai/da/service/impl/UserLikeServiceImpl.java
index 892ea5eb..59d7e9db 100644
--- a/src/main/java/com/ai/da/service/impl/UserLikeServiceImpl.java
+++ b/src/main/java/com/ai/da/service/impl/UserLikeServiceImpl.java
@@ -94,21 +94,4 @@ public class UserLikeServiceImpl extends ServiceImpl<UserLikeMapper, UserLike> i
         return userLikeMapper.selectList(qw);
     }
 
-    @Override
-    public List<Map<String, Long>> getHistoryLikeWithGradient(){
-        List<Map<String, Long>> historyLikeWithGradient = baseMapper.getHistoryLikeWithGradient();
-        return historyLikeWithGradient.stream()
-                .map(map -> {
-                    Map<String, Long> newMap = new HashMap<>();
-                    if (map.containsKey("design_item_id")) {
-                        newMap.put("designItemId", map.get("design_item_id"));
-                    }
-                    if (map.containsKey("design_outfit_id")) {
-                        newMap.put("designPythonOutfitId", map.get("design_outfit_id"));
-                    }
-                    return newMap;
-                })
-                .collect(Collectors.toList());
-    }
-
 }
diff --git a/src/main/resources/messages_en.properties b/src/main/resources/messages_en.properties
index 3e1f25ca..4f977ea5 100644
--- a/src/main/resources/messages_en.properties
+++ b/src/main/resources/messages_en.properties
@@ -208,4 +208,8 @@ BUTTON=Button
 BELT=Belt
 CORSAGE=Corsage
 ZIPPER=Zipper
-POCKET=Pocket
\ No newline at end of file
+POCKET=Pocket
+
+THICK=Thick Lines
+MEDIUM=Medium Lines
+THIN=Thin lines
\ No newline at end of file
diff --git a/src/main/resources/messages_zh.properties b/src/main/resources/messages_zh.properties
index 043c8106..582db728 100644
--- a/src/main/resources/messages_zh.properties
+++ b/src/main/resources/messages_zh.properties
@@ -201,4 +201,8 @@ BUTTON=纽扣
 BELT=腰带
 CORSAGE=胸花
 ZIPPER=拉链
-POCKET=口袋
\ No newline at end of file
+POCKET=口袋
+
+THICK=粗线条
+MEDIUM=中线条
+THIN=细线条
\ No newline at end of file