From 7d5e2b28e9f8524a075bd691bd67edb8450881ea Mon Sep 17 00:00:00 2001
From: pangkaicheng <924366729@qq.com>
Date: Thu, 28 Mar 2024 10:56:21 +0800
Subject: [PATCH] merge

---
 app/core/config.py                            |  23 +-
 app/service/outfit_matcher/service.py         |  17 +-
 .../test_param/recommendation_test.json       | 747 +++++++++++++++++-
 3 files changed, 744 insertions(+), 43 deletions(-)

diff --git a/app/core/config.py b/app/core/config.py
index 7464b3d..fb7c00d 100644
--- a/app/core/config.py
+++ b/app/core/config.py
@@ -27,15 +27,10 @@ MINIO_SECURE = False
 MINIO_ACCESS = "e8zc55mzDOh4IzRrZ9Oa"
 MINIO_SECRET = "uHfqJ7UkwA1PTDGfnA44Hp9ux5YkZTkzZLjeOYhE"
 
-<<<<<<< HEAD
-# OM_TRITON_IP = "10.1.1.150"
-# OM_TRITON_PORT = "7000"
 OM_TRITON_IP = "127.0.0.1"
 OM_TRITON_PORT = "8000"
-=======
-OM_TRITON_IP = "10.1.1.240"
-OM_TRITON_PORT = "10010"
->>>>>>> 1f23781b16e59bfbcbbb4d252e6a61685267e6c7
+# OM_TRITON_IP = "10.1.1.240"
+# OM_TRITON_PORT = "10010"
 
 ATT_TRITON_IP = "10.1.1.240"
 ATT_TRITON_PORT = "10020"
@@ -46,17 +41,9 @@ ATT_TRITON_PORT = "10020"
 # FASHION_CATEGORIES_MAPPING = "app/service/outfit_matcher/config/fashion_category_mapping.json"
 
 # pycharm debug
-<<<<<<< HEAD
 LOGSPATH = "logs/errors.log"
 FASHION_CATEGORIES = "config/fashion_categories.json"
 FASHION_CATEGORIES_MAPPING = "config/fashion_category_mapping.json"
-=======
-LOGS_PATH = "logs/errors.log"
-FASHION_CATEGORIES = "service/outfit_matcher/config/fashion_categories.json"
-FASHION_CATEGORIES_MAPPING = "service/outfit_matcher/config/fashion_category_mapping.json"
-
-
-# LOGS_PATH = "app/logs/errors.log"
-# FASHION_CATEGORIES = "./config/fashion_categories.json"
-# FASHION_CATEGORIES_MAPPING = "./config/fashion_category_mapping.json"
->>>>>>> 1f23781b16e59bfbcbbb4d252e6a61685267e6c7
+# LOGS_PATH = "logs/errors.log"
+# FASHION_CATEGORIES = "service/outfit_matcher/config/fashion_categories.json"
+# FASHION_CATEGORIES_MAPPING = "service/outfit_matcher/config/fashion_category_mapping.json"
diff --git a/app/service/outfit_matcher/service.py b/app/service/outfit_matcher/service.py
index d3b385b..41d9f59 100644
--- a/app/service/outfit_matcher/service.py
+++ b/app/service/outfit_matcher/service.py
@@ -1,7 +1,6 @@
 import json
 import os
 from pprint import pprint
-from tqdm import tqdm
 import numpy as np
 
 from app.service.outfit_matcher.dataset import FashionDataset
@@ -40,21 +39,21 @@ if __name__ == '__main__':
             prepared_feature[item["item_name"]] = np.load(f'feature/{item["item_name"]}.npy')
 
     # 开始服装搭配任务
-    for item in tqdm(param["query"] * 10):
+    for item in param["query"]:
         # 根据一定规则生成outfit
         outfits = fashion_dataset.generate_outfit(item, param["topk"], param["max_outfits"])
         # 根据模型对生成的outfit打分
         scores = service.get_result(outfits, prepared_feature)
         # 对评分排序，拿到最好的topk个outfit输出
         sorted_indices = np.argsort(scores)[:param["topk"]]  # type-aware
-        outfits = [outfits[i] for i in sorted_indices]  # 最好的五个
+        best_outfits = [outfits[i] for i in sorted_indices]  # 最好的五个
 
         # 结果可视化
-        # service.visualize(outfits, scores, param["topk"], best=True,
-        #                   output_path=os.path.join(r"D:\PhD_Study\MIXI\mitu\image\123",
-        #                                            f"{item['item_name']}_best_{param['topk']}.png"))
-        # service.visualize(outfits, scores, param["topk"], best=False,
-        #                   output_path=os.path.join(r"D:\PhD_Study\MIXI\mitu\image\123",
-        #                                            f"{item['item_name']}_worst_{param['topk']}.png"))
+        service.visualize(outfits, scores, param["topk"], best=True,
+                          output_path=os.path.join(r"D:\PhD_Study\MIXI\mitu\image\123",
+                                                   f"{item['item_name']}_best_{param['topk']}.png"))
+        service.visualize(outfits, scores, param["topk"], best=False,
+                          output_path=os.path.join(r"D:\PhD_Study\MIXI\mitu\image\123",
+                                                   f"{item['item_name']}_worst_{param['topk']}.png"))
 
 
diff --git a/app/service/outfit_matcher/test_param/recommendation_test.json b/app/service/outfit_matcher/test_param/recommendation_test.json
index bb08f85..ef86056 100644
--- a/app/service/outfit_matcher/test_param/recommendation_test.json
+++ b/app/service/outfit_matcher/test_param/recommendation_test.json
@@ -1,5 +1,4 @@
 {
-<<<<<<< HEAD
   "topk": 5,
   "max_outfits": 200,
   "is_best": true,
@@ -102,33 +101,749 @@
       "image_path": "test/2024 SS/MWSS27211.jpg"
     },
     {
-=======
-  "topk": 1,
-  "max_outfits": 100,
-  "is_best": true,
-  "query": [
-    {
->>>>>>> 1f23781b16e59bfbcbbb4d252e6a61685267e6c7
       "item_name": "MWSS27212",
       "semantic_category": "TOP/BLOUSE",
       "image_path": "test/2024 SS/MWSS27212.jpg"
-    }
-  ],
-  "database": [
+    },
+    {
+      "item_name": "MKTS27008",
+      "semantic_category": "OUTERWEAR/BLAZER",
+      "image_path": "test/2024 SS/MKTS27008.jpg"
+    },
+    {
+      "item_name": "MKTS27009",
+      "semantic_category": "BOTTOM/PANTS",
+      "image_path": "test/2024 SS/MKTS27009.jpg"
+    },
+    {
+      "item_name": "MKTS27010",
+      "semantic_category": "OUTERWEAR/BLAZER",
+      "image_path": "test/2024 SS/MKTS27010.jpg"
+    },
+    {
+      "item_name": "MKTS27012",
+      "semantic_category": "OUTERWEAR/JACKET",
+      "image_path": "test/2024 SS/MKTS27012.jpg"
+    },
+    {
+      "item_name": "MKTS27013",
+      "semantic_category": "BOTTOM/SHORTS",
+      "image_path": "test/2024 SS/MKTS27013.jpg"
+    },
+    {
+      "item_name": "MKTS27014",
+      "semantic_category": "ONE PIECE/TWIN SET",
+      "image_path": "test/2024 SS/MKTS27014.jpg"
+    },
+    {
+      "item_name": "MKTS27015",
+      "semantic_category": "OUTERWEAR/GILET",
+      "image_path": "test/2024 SS/MKTS27015.jpg"
+    },
+    {
+      "item_name": "MKTS27016",
+      "semantic_category": "BOTTOM/SHORTS",
+      "image_path": "test/2024 SS/MKTS27016.jpg"
+    },
+    {
+      "item_name": "MKTS27027",
+      "semantic_category": "BOTTOM/PANTS",
+      "image_path": "test/2024 SS/MKTS27027.jpg"
+    },
+    {
+      "item_name": "MKTS27028",
+      "semantic_category": "OUTERWEAR/JACKET",
+      "image_path": "test/2024 SS/MKTS27028.jpg"
+    },
+    {
+      "item_name": "MKTS27029",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MKTS27029.jpg"
+    },
+    {
+      "item_name": "MKTS27030",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MKTS27030.jpg"
+    },
+    {
+      "item_name": "MKTS27031",
+      "semantic_category": "BOTTOM/SKIRT",
+      "image_path": "test/2024 SS/MKTS27031.jpg"
+    },
+    {
+      "item_name": "MKTS27034",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MKTS27034.jpg"
+    },
+    {
+      "item_name": "MKTS27035",
+      "semantic_category": "ONE PIECE/TWIN SET",
+      "image_path": "test/2024 SS/MKTS27035.jpg"
+    },
+    {
+      "item_name": "MKTS27038",
+      "semantic_category": "TOP/TOP",
+      "image_path": "test/2024 SS/MKTS27038.jpg"
+    },
+    {
+      "item_name": "MKTS27039",
+      "semantic_category": "TOP/TOP",
+      "image_path": "test/2024 SS/MKTS27039.jpg"
+    },
+    {
+      "item_name": "MKTS27040",
+      "semantic_category": "TOP/TOP",
+      "image_path": "test/2024 SS/MKTS27040.jpg"
+    },
+    {
+      "item_name": "MKTS27045",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MKTS27045.jpg"
+    },
+    {
+      "item_name": "MKTS27046",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MKTS27046.jpg"
+    },
+    {
+      "item_name": "MKTS27050",
+      "semantic_category": "TOP/TOP",
+      "image_path": "test/2024 SS/MKTS27050.jpg"
+    },
+    {
+      "item_name": "MKTS27059",
+      "semantic_category": "TOP/TEE",
+      "image_path": "test/2024 SS/MKTS27059.jpg"
+    },
+    {
+      "item_name": "MKTS27061",
+      "semantic_category": "TOP/TOP",
+      "image_path": "test/2024 SS/MKTS27061.jpg"
+    },
+    {
+      "item_name": "MKTS27062",
+      "semantic_category": "TOP/BLOUSE",
+      "image_path": "test/2024 SS/MKTS27062.jpg"
+    },
+    {
+      "item_name": "MKTS27066",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MKTS27066.jpg"
+    },
+    {
+      "item_name": "MKTS27067",
+      "semantic_category": "TOP/TEE",
+      "image_path": "test/2024 SS/MKTS27067.jpg"
+    },
+    {
+      "item_name": "MKTS27068",
+      "semantic_category": "ONE PIECE/TWIN SET",
+      "image_path": "test/2024 SS/MKTS27068.jpg"
+    },
+    {
+      "item_name": "MKTS27002",
+      "semantic_category": "TOP/BLOUSE",
+      "image_path": "test/2024 SS/MKTS27002.jpg"
+    },
+    {
+      "item_name": "MKTS27003",
+      "semantic_category": "OUTERWEAR/GILET",
+      "image_path": "test/2024 SS/MKTS27003.jpg"
+    },
+    {
+      "item_name": "MKTS27004",
+      "semantic_category": "BOTTOM/PANTS",
+      "image_path": "test/2024 SS/MKTS27004.jpg"
+    },
+    {
+      "item_name": "MKTS27011",
+      "semantic_category": "TOP/VEST",
+      "image_path": "test/2024 SS/MKTS27011.jpg"
+    },
+    {
+      "item_name": "MKTS27018",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MKTS27018.jpg"
+    },
+    {
+      "item_name": "MKTS27019",
+      "semantic_category": "OUTERWEAR/BLAZER",
+      "image_path": "test/2024 SS/MKTS27019.jpg"
+    },
+    {
+      "item_name": "MKTS27058",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MKTS27058.jpg"
+    },
+    {
+      "item_name": "MLSS27101",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MLSS27101.jpg"
+    },
+    {
+      "item_name": "MLSS27102",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MLSS27102.jpg"
+    },
+    {
+      "item_name": "MLSS27103",
+      "semantic_category": "OUTERWEAR/GILET",
+      "image_path": "test/2024 SS/MLSS27103.jpg"
+    },
+    {
+      "item_name": "MLSS27104",
+      "semantic_category": "BOTTOM/SHORTS",
+      "image_path": "test/2024 SS/MLSS27104.jpg"
+    },
+    {
+      "item_name": "MLSS27107",
+      "semantic_category": "JEANS/JEANS",
+      "image_path": "test/2024 SS/MLSS27107.jpg"
+    },
+    {
+      "item_name": "MLSS27109",
+      "semantic_category": "JEANS/JEANS JACKET",
+      "image_path": "test/2024 SS/MLSS27109.jpg"
+    },
+    {
+      "item_name": "MLSS27110",
+      "semantic_category": "JEANS/JEANS JACKET",
+      "image_path": "test/2024 SS/MLSS27110.jpg"
+    },
+    {
+      "item_name": "MLSS27111",
+      "semantic_category": "JEANS/JEANS PANTS",
+      "image_path": "test/2024 SS/MLSS27111.jpg"
+    },
+    {
+      "item_name": "MLSS27112",
+      "semantic_category": "JEANS/JEANS PANTS",
+      "image_path": "test/2024 SS/MLSS27112.jpg"
+    },
+    {
+      "item_name": "MLSS27113",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MLSS27113.jpg"
+    },
+    {
+      "item_name": "MLSS27119",
+      "semantic_category": "JEANS/JEANS SKIRT",
+      "image_path": "test/2024 SS/MLSS27119.jpg"
+    },
+    {
+      "item_name": "MLSS27122",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MLSS27122.jpg"
+    },
+    {
+      "item_name": "MLSS27123",
+      "semantic_category": "TOP/TOP",
+      "image_path": "test/2024 SS/MLSS27123.jpg"
+    },
+    {
+      "item_name": "MLSS27128",
+      "semantic_category": "JEANS/JEANS JACKET",
+      "image_path": "test/2024 SS/MLSS27128.jpg"
+    },
+    {
+      "item_name": "MLSS27129",
+      "semantic_category": "JEANS/JEANS SHORTS",
+      "image_path": "test/2024 SS/MLSS27129.jpg"
+    },
+    {
+      "item_name": "MLSS27132",
+      "semantic_category": "TOP/TOP",
+      "image_path": "test/2024 SS/MLSS27132.jpg"
+    },
+    {
+      "item_name": "MLSS27133",
+      "semantic_category": "BOTTOM/SKIRT",
+      "image_path": "test/2024 SS/MLSS27133.jpg"
+    },
+    {
+      "item_name": "MLSS27136",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MLSS27136.jpg"
+    },
+    {
+      "item_name": "MLSS27137",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MLSS27137.jpg"
+    },
+    {
+      "item_name": "MLSS27140",
+      "semantic_category": "OUTERWEAR/JACKET",
+      "image_path": "test/2024 SS/MLSS27140.jpg"
+    },
+    {
+      "item_name": "MLSS27141",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MLSS27141.jpg"
+    },
+    {
+      "item_name": "MLSS27142",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MLSS27142.jpg"
+    },
+    {
+      "item_name": "MLSS27145",
+      "semantic_category": "OUTERWEAR/WINDBREAKER",
+      "image_path": "test/2024 SS/MLSS27145.jpg"
+    },
+    {
+      "item_name": "MLSS27146",
+      "semantic_category": "TOP/TOP",
+      "image_path": "test/2024 SS/MLSS27146.jpg"
+    },
+    {
+      "item_name": "MLSS27147",
+      "semantic_category": "BOTTOM/SKIRT",
+      "image_path": "test/2024 SS/MLSS27147.jpg"
+    },
+    {
+      "item_name": "MLSS27148",
+      "semantic_category": "TOP/TOP",
+      "image_path": "test/2024 SS/MLSS27148.jpg"
+    },
+    {
+      "item_name": "MLSS27149",
+      "semantic_category": "BOTTOM/PANTS",
+      "image_path": "test/2024 SS/MLSS27149.jpg"
+    },
+    {
+      "item_name": "MLSS27150",
+      "semantic_category": "OUTERWEAR/JACKET",
+      "image_path": "test/2024 SS/MLSS27150.jpg"
+    },
+    {
+      "item_name": "MLSS27152",
+      "semantic_category": "TOP/TEE",
+      "image_path": "test/2024 SS/MLSS27152.jpg"
+    },
+    {
+      "item_name": "MLSS27154",
+      "semantic_category": "TOP/TEE",
+      "image_path": "test/2024 SS/MLSS27154.jpg"
+    },
+    {
+      "item_name": "MLSS27156",
+      "semantic_category": "TOP/VEST",
+      "image_path": "test/2024 SS/MLSS27156.jpg"
+    },
+    {
+      "item_name": "MLSS27157",
+      "semantic_category": "OUTERWEAR/WINDBREAKER",
+      "image_path": "test/2024 SS/MLSS27157.jpg"
+    },
+    {
+      "item_name": "MLSS27159",
+      "semantic_category": "BOTTOM/PANTS",
+      "image_path": "test/2024 SS/MLSS27159.jpg"
+    },
+    {
+      "item_name": "MLSS27160",
+      "semantic_category": "BOTTOM/PANTS",
+      "image_path": "test/2024 SS/MLSS27160.jpg"
+    },
+    {
+      "item_name": "MLSS27161",
+      "semantic_category": "KNIT/CARDIGAN",
+      "image_path": "test/2024 SS/MLSS27161.jpg"
+    },
     {
       "item_name": "MLSS27162",
       "semantic_category": "TOP/SHIRT",
       "image_path": "test/2024 SS/MLSS27162.jpg"
     },
     {
-      "item_name": "MKTS27017",
-      "semantic_category": "OUTERWEAR/WINDBREAKER",
-      "image_path": "test/2024 SS/MKTS27017.jpg"
+      "item_name": "MLSS27167",
+      "semantic_category": "OUTERWEAR/JACKET",
+      "image_path": "test/2024 SS/MLSS27167.jpg"
     },
     {
-      "item_name": "MLSS27160",
+      "item_name": "MLSS27173",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MLSS27173.jpg"
+    },
+    {
+      "item_name": "MLSS27174",
+      "semantic_category": "TOP/TOP",
+      "image_path": "test/2024 SS/MLSS27174.jpg"
+    },
+    {
+      "item_name": "MLSS27175",
       "semantic_category": "BOTTOM/PANTS",
-      "image_path": "test/2024 SS/MLSS27160.jpg"
+      "image_path": "test/2024 SS/MLSS27175.jpg"
+    },
+    {
+      "item_name": "MLSS27176",
+      "semantic_category": "BOTTOM/SKIRT",
+      "image_path": "test/2024 SS/MLSS27176.jpg"
+    },
+    {
+      "item_name": "MKTS27073",
+      "semantic_category": "BOTTOM/SKIRT",
+      "image_path": "test/2024 SS/MKTS27073.jpg"
+    },
+    {
+      "item_name": "MLSS27226",
+      "semantic_category": "BOTTOM/SKIRT",
+      "image_path": "test/2024 SS/MLSS27226.jpg"
+    },
+    {
+      "item_name": "MPO_SP7685",
+      "semantic_category": "TOP/BLOUSE",
+      "image_path": "test/2024 SS/MPO_SP7685.jpg"
+    },
+    {
+      "item_name": "MPO_SP7686",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MPO_SP7686.jpg"
+    },
+    {
+      "item_name": "MPO_SP7687",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MPO_SP7687.jpg"
+    },
+    {
+      "item_name": "MPO_SP7692",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MPO_SP7692.jpg"
+    },
+    {
+      "item_name": "MPO_SP7693",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MPO_SP7693.jpg"
+    },
+    {
+      "item_name": "MPO_SP7694",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MPO_SP7694.jpg"
+    },
+    {
+      "item_name": "MPO_SP7696",
+      "semantic_category": "BOTTOM/PANTS",
+      "image_path": "test/2024 SS/MPO_SP7696.jpg"
+    },
+    {
+      "item_name": "MPO_SP7697",
+      "semantic_category": "JEANS/JEANS",
+      "image_path": "test/2024 SS/MPO_SP7697.jpg"
+    },
+    {
+      "item_name": "MPO_SP7704",
+      "semantic_category": "OUTERWEAR/BLAZER",
+      "image_path": "test/2024 SS/MPO_SP7704.jpg"
+    },
+    {
+      "item_name": "MPO_SP7705",
+      "semantic_category": "OUTERWEAR/JACKET",
+      "image_path": "test/2024 SS/MPO_SP7705.jpg"
+    },
+    {
+      "item_name": "MPO_SP7706",
+      "semantic_category": "JEANS/JEANS JACKET",
+      "image_path": "test/2024 SS/MPO_SP7706.jpg"
+    },
+    {
+      "item_name": "MPO_SP7711",
+      "semantic_category": "TOP/VEST",
+      "image_path": "test/2024 SS/MPO_SP7711.jpg"
+    },
+    {
+      "item_name": "MPO_SP7712",
+      "semantic_category": "TOP/TANK",
+      "image_path": "test/2024 SS/MPO_SP7712.jpg"
+    },
+    {
+      "item_name": "MPO_SP7717",
+      "semantic_category": "TOP/TEE",
+      "image_path": "test/2024 SS/MPO_SP7717.jpg"
+    },
+    {
+      "item_name": "MPO_SP7722",
+      "semantic_category": "TOP/TOP",
+      "image_path": "test/2024 SS/MPO_SP7722.jpg"
+    },
+    {
+      "item_name": "MPO_SP7723",
+      "semantic_category": "TOP/BLOUSE",
+      "image_path": "test/2024 SS/MPO_SP7723.jpg"
+    },
+    {
+      "item_name": "MPO_SP7726",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MPO_SP7726.jpg"
+    },
+    {
+      "item_name": "MPO_SP7729",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MPO_SP7729.jpg"
+    },
+    {
+      "item_name": "MPO_SP7731",
+      "semantic_category": "TOP/BLOUSE",
+      "image_path": "test/2024 SS/MPO_SP7731.jpg"
+    },
+    {
+      "item_name": "MPO_SP7732",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MPO_SP7732.jpg"
+    },
+    {
+      "item_name": "MPO_SP7735",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MPO_SP7735.jpg"
+    },
+    {
+      "item_name": "MSE_58197",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MSE_58197.jpg"
+    },
+    {
+      "item_name": "MSE_58198",
+      "semantic_category": "TOP/BLOUSE",
+      "image_path": "test/2024 SS/MSE_58198.jpg"
+    },
+    {
+      "item_name": "MSE_58199",
+      "semantic_category": "BOTTOM/PANTS",
+      "image_path": "test/2024 SS/MSE_58199.jpg"
+    },
+    {
+      "item_name": "MSE_58112",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MSE_58112.jpg"
+    },
+    {
+      "item_name": "MSE_58114",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MSE_58114.jpg"
+    },
+    {
+      "item_name": "MSE_58241",
+      "semantic_category": "TOP/BLOUSE",
+      "image_path": "test/2024 SS/MSE_58241.jpg"
+    },
+    {
+      "item_name": "MSE_57987",
+      "semantic_category": "BOTTOM/PANTS",
+      "image_path": "test/2024 SS/MSE_57987.jpg"
+    },
+    {
+      "item_name": "MSE_57988",
+      "semantic_category": "OUTERWEAR/BLAZER",
+      "image_path": "test/2024 SS/MSE_57988.jpg"
+    },
+    {
+      "item_name": "MSE_58203",
+      "semantic_category": "OUTERWEAR/BLAZER",
+      "image_path": "test/2024 SS/MSE_58203.jpg"
+    },
+    {
+      "item_name": "MSE_58106",
+      "semantic_category": "BOTTOM/PANTS",
+      "image_path": "test/2024 SS/MSE_58106.jpg"
+    },
+    {
+      "item_name": "MSE_58107",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MSE_58107.jpg"
+    },
+    {
+      "item_name": "MSE_58132",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MSE_58132.jpg"
+    },
+    {
+      "item_name": "MSE_58133",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MSE_58133.jpg"
+    },
+    {
+      "item_name": "MSE_58057",
+      "semantic_category": "OUTERWEAR/BLAZER",
+      "image_path": "test/2024 SS/MSE_58057.jpg"
+    },
+    {
+      "item_name": "MSE_58058",
+      "semantic_category": "BOTTOM/PANTS",
+      "image_path": "test/2024 SS/MSE_58058.jpg"
+    },
+    {
+      "item_name": "MSE_58222",
+      "semantic_category": "BOTTOM/SKIRT",
+      "image_path": "test/2024 SS/MSE_58222.jpg"
+    },
+    {
+      "item_name": "MSE_58317",
+      "semantic_category": "TOP/BLOUSE",
+      "image_path": "test/2024 SS/MSE_58317.jpg"
+    },
+    {
+      "item_name": "MSE_58045",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MSE_58045.jpg"
+    },
+    {
+      "item_name": "MSE_58275",
+      "semantic_category": "JEANS/JEANS DRESS",
+      "image_path": "test/2024 SS/MSE_58275.jpg"
+    },
+    {
+      "item_name": "MSE_58276",
+      "semantic_category": "JEANS/JEANS JACKET",
+      "image_path": "test/2024 SS/MSE_58276.jpg"
+    },
+    {
+      "item_name": "MSE_58277",
+      "semantic_category": "JEANS/JEANS SKIRT",
+      "image_path": "test/2024 SS/MSE_58277.jpg"
+    },
+    {
+      "item_name": "MSE_58183",
+      "semantic_category": "TOP/BLOUSE",
+      "image_path": "test/2024 SS/MSE_58183.jpg"
+    },
+    {
+      "item_name": "MSE_58184",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MSE_58184.jpg"
+    },
+    {
+      "item_name": "MSE_58185",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MSE_58185.jpg"
+    },
+    {
+      "item_name": "MSE_58188",
+      "semantic_category": "BOTTOM/SKIRT",
+      "image_path": "test/2024 SS/MSE_58188.jpg"
+    },
+    {
+      "item_name": "MSE_54385",
+      "semantic_category": "BOTTOM/PANTS",
+      "image_path": "test/2024 SS/MSE_54385.jpg"
+    },
+    {
+      "item_name": "MSE_56720",
+      "semantic_category": "OUTERWEAR/BLAZER",
+      "image_path": "test/2024 SS/MSE_56720.jpg"
+    },
+    {
+      "item_name": "MSE_58174",
+      "semantic_category": "TOP/TEE",
+      "image_path": "test/2024 SS/MSE_58174.jpg"
+    },
+    {
+      "item_name": "MSE_58044",
+      "semantic_category": "OUTERWEAR/JACKET",
+      "image_path": "test/2024 SS/MSE_58044.jpg"
+    },
+    {
+      "item_name": "MSE_58361",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MSE_58361.jpg"
+    },
+    {
+      "item_name": "MSE_58495",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MSE_58495.jpg"
+    },
+    {
+      "item_name": "MSE_58536",
+      "semantic_category": "ACCESSORY/BAG",
+      "image_path": "test/2024 SS/MSE_58536.jpg"
+    },
+    {
+      "item_name": "MSE_58653",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MSE_58653.jpg"
+    },
+    {
+      "item_name": "MSE_58287",
+      "semantic_category": "BOTTOM/SHORTS",
+      "image_path": "test/2024 SS/MSE_58287.jpg"
+    },
+    {
+      "item_name": "MSE_58289",
+      "semantic_category": "OUTERWEAR/BLAZER",
+      "image_path": "test/2024 SS/MSE_58289.jpg"
+    },
+    {
+      "item_name": "MSE_58323",
+      "semantic_category": "TOP/BLOUSE",
+      "image_path": "test/2024 SS/MSE_58323.jpg"
+    },
+    {
+      "item_name": "MSE_58421",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MSE_58421.jpg"
+    },
+    {
+      "item_name": "MSE_58451",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MSE_58451.jpg"
+    },
+    {
+      "item_name": "MSE_58473",
+      "semantic_category": "KNIT/KNIT TOP",
+      "image_path": "test/2024 SS/MSE_58473.jpg"
+    },
+    {
+      "item_name": "MSE_58498",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MSE_58498.jpg"
+    },
+    {
+      "item_name": "MSE_58499",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MSE_58499.jpg"
+    },
+    {
+      "item_name": "MSE_58510",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MSE_58510.jpg"
+    },
+    {
+      "item_name": "MSE_58516",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MSE_58516.jpg"
+    },
+    {
+      "item_name": "MSE_58518",
+      "semantic_category": "BOTTOM/SKIRT",
+      "image_path": "test/2024 SS/MSE_58518.jpg"
+    },
+    {
+      "item_name": "MSE_58530",
+      "semantic_category": "ONE PIECE/DRESS",
+      "image_path": "test/2024 SS/MSE_58530.jpg"
+    },
+    {
+      "item_name": "MSE_58540",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MSE_58540.jpg"
+    },
+    {
+      "item_name": "MSE_58547",
+      "semantic_category": "TOP/TEE",
+      "image_path": "test/2024 SS/MSE_58547.jpg"
+    },
+    {
+      "item_name": "MSE_58618",
+      "semantic_category": "TOP/BLOUSE",
+      "image_path": "test/2024 SS/MSE_58618.jpg"
+    },
+    {
+      "item_name": "MSE_58655",
+      "semantic_category": "TOP/SHIRT",
+      "image_path": "test/2024 SS/MSE_58655.jpg"
+    },
+    {
+      "item_name": "MSE_58658",
+      "semantic_category": "TOP/TEE",
+      "image_path": "test/2024 SS/MSE_58658.jpg"
     }
   ]
 }
\ No newline at end of file