diff --git a/app/service/attribute_recognition/config/category_mapping.py b/app/service/attribute_recognition/config/category_mapping.py
index f98546b..6a481ce 100644
--- a/app/service/attribute_recognition/config/category_mapping.py
+++ b/app/service/attribute_recognition/config/category_mapping.py
@@ -8,7 +8,7 @@ category_mapping = {
     "ACCESSORY/BANGLE": "accessories",
     "ACCESSORY/COMBO SET": "accessories",
     "ACCESSORY/BRACELET": "accessories",
-    "ACCESSORY/BRA TOP": "tops",
+    "ACCESSORY/BRA TOP": "top",
     "ACCESSORY/BIB": "accessories",
     "ACCESSORY/GIFT": "accessories",
     "ACCESSORY/FESTIVAL SET": "accessories",
@@ -67,7 +67,7 @@ category_mapping = {
     "BOTTOM/SKIRT": "skirt",
     "BOTTOM/TUTA": "all-body",
     "BOTTOM/SANDALS": "shoes",
-    "BOTTOM/TEE": "tops",
+    "BOTTOM/TEE": "top",
     "BOTTOM/SHOES": "shoes",
     "BOTTOM/SPORTSWEAR PANTS": "bottoms",
     "BOTTON/PANTS": "bottoms",
@@ -84,8 +84,8 @@ category_mapping = {
     "DRESS/JEANS DRESS": "all-body",
     "DRESS/SHORTS": "bottoms",
     "DRESS/JUMPSUIT": "all-body",
-    "DRESS/VEST": "tops",
-    "DRESS/SHIRT": "tops",
+    "DRESS/VEST": "top",
+    "DRESS/SHIRT": "top",
     "DRESS/TUTA": "all-body",
     "FUR/DOWN COAT": "outerwear",
     "FUR/HAT": "hats",
@@ -103,45 +103,45 @@ category_mapping = {
     "JEANS/GILET": "outerwear",
     "JEANS/JEANS CARPI": "bottoms",
     "JEANS/DRESS": "all-body",
-    "JEANS/JEANS BLOUSE": "tops",
+    "JEANS/JEANS BLOUSE": "top",
     "JEANS/JEANS": "bottoms",
     "JEANS/JEANS OVERALL": "all-body",
     "JEANS/JEANS BLAZER": "outerwear",
     "JEANS/JEANS DRESS": "all-body",
-    "JEANS/SHIRT": "tops",
+    "JEANS/SHIRT": "top",
     "JEANS/JEANS SHORTS": "bottoms",
     "JEANS/JEANS GILET": "outerwear",
     "JEANS/JEANS JACKET": "outerwear",
     "JEANS/SKIRT": "skirt",
     "JEANS/TWIN SET": "all-body",
     "JEANS/JEANS PANTS": "bottoms",
-    "JEANS/JEANS SHIRT": "tops",
+    "JEANS/JEANS SHIRT": "top",
     "JEANS/JEANS SKIRT": "skirt",
     "JEANS/JEANS VEST": "outerwear",
-    "JEANS/JEANS TOP": "tops",
+    "JEANS/JEANS TOP": "top",
     "JEANS/OVERALL": "all-body",
     "JEANS/PANTS": "bottoms",
     "JEANS/SHORTS": "bottoms",
     "KNIT/CARDGAIN": "outerwear",
     "KNIT/ONE PIECE": "all-body",
     "KNIT/CARDIGAN": "outerwear",
-    "KNIT/BRA TOP": "tops",
+    "KNIT/BRA TOP": "top",
     "KNIT/JACKET": "outerwear",
-    "KNIT/PULLOVER": "tops",
+    "KNIT/PULLOVER": "top",
     "KNIT/DRESS": "all-body",
     "KNIT/CAPE": "outerwear",
-    "KNIT/KNIT TOP": "tops",
+    "KNIT/KNIT TOP": "top",
     "KNIT/CARDGIAN": "outerwear",
     "KNIT/PANTS": "bottoms",
     "KNIT/GILET": "outerwear",
-    "KNIT/LONG TOP": "tops",
+    "KNIT/LONG TOP": "top",
     "KNIT/SKIRT": "skirt",
     "KNIT/SHORTS": "bottoms",
-    "KNIT/SWEATER": "tops",
-    "KNIT/SWEATPR": "tops",
+    "KNIT/SWEATER": "top",
+    "KNIT/SWEATPR": "top",
     "KNIT/VEST": "outerwear",
-    "KNIT/TANK": "tops",
-    "KNIT/TOP": "tops",
+    "KNIT/TANK": "top",
+    "KNIT/TOP": "top",
     "KNIT/TUTA": "all-body",
     "KNIT/TWIN SET": "all-body",
     "LEATHER/BLAZER": "outerwear",
@@ -149,7 +149,7 @@ category_mapping = {
     "LEATHER/LEATHER COAT": "outerwear",
     "LEATHER/LEATHER PANTS": "bottoms",
     "LEATHER/HAT": "hats",
-    "LEATHER/LEATHER BLOUSE": "tops",
+    "LEATHER/LEATHER BLOUSE": "top",
     "LEATHER/LEATHER DRESS": "all-body",
     "LEATHER/LEATHER SHORTS": "bottoms",
     "LEATHER/LEATHER SKIRT": "skirt",
@@ -157,8 +157,8 @@ category_mapping = {
     "LEATHER/LEATHER JACKET": "outerwear",
     "LEATHER/LEATHER VEST": "outerwear",
     "LEATHER/LEATHERSKIRT": "skirt",
-    "LEATHER/LEATHERSHIRT": "tops",
-    "LEATHER/LEATHER TOP": "tops",
+    "LEATHER/LEATHERSHIRT": "top",
+    "LEATHER/LEATHER TOP": "top",
     "ONE PIECE/BODYSUIT": "all-body",
     "ONE PIECE/COMBO SET": "all-body",
     "ONE PIECE/BODY": "all-body",
@@ -187,7 +187,7 @@ category_mapping = {
     "OUTERWEAR/SPORTSWEAR JACKET": "outerwear",
     "OUTERWEAR/JACKET": "outerwear",
     "OUTERWEAR/FUR GILET": "outerwear",
-    "OUTERWEAR/SHIRT": "tops",
+    "OUTERWEAR/SHIRT": "top",
     "OUTERWEAR/TWIN SET": "all-body",
     "OUTERWEAR/LEATHER GILET": "outerwear",
     "OUTERWEAR/JEANS JACKET": "outerwear",
@@ -197,7 +197,7 @@ category_mapping = {
     "OUTERWEAR/LEATHER JACKET": "outerwear",
     "OUTERWEAR/SCARF": "accessories",
     "OUTERWEAR/SOCKS": "accessories",
-    "OUTERWEAR/TOP": "tops",
+    "OUTERWEAR/TOP": "top",
     "OUTERWEAR/UNIFORM": "outerwear",
     "OUTERWEAR/VEST": "outerwear",
     "OUTERWEAR/WINDBREAKER": "outerwear",
@@ -207,10 +207,10 @@ category_mapping = {
     "SHOES/BOOTS": "shoes",
     "SHOES/SHOES": "shoes",
     "SHOES/SANDALS": "shoes",
-    "TOP/BLOUSE": "tops",
+    "TOP/BLOUSE": "top",
     "TOP/BLAZER": "outerwear",
-    "TOP/BAR TOP": "tops",
-    "TOP/BRA TOP": "tops",
+    "TOP/BAR TOP": "top",
+    "TOP/BRA TOP": "top",
     "TOP/CARDIGAN": "outerwear",
     "TOP/BODY": "all-body",
     "TOP/COAT": "outerwear",
@@ -218,24 +218,24 @@ category_mapping = {
     "TOP/DOWN VEST": "outerwear",
     "TOP/JACKET": "outerwear",
     "TOP/GILET": "outerwear",
-    "TOP/TWIN SET": "tops",
-    "TOP/LONG SLEEVES TEE": "tops",
-    "TOP/LONG TOP": "tops",
-    "TOP/KNIT TOP": "tops",
-    "TOP/VEST": "tops",
+    "TOP/TWIN SET": "top",
+    "TOP/LONG SLEEVES TEE": "top",
+    "TOP/LONG TOP": "top",
+    "TOP/KNIT TOP": "top",
+    "TOP/VEST": "top",
     "TOP/ONE PIECE": "all-body",
-    "TOP/TANK": "tops",
+    "TOP/TANK": "top",
     "TOP/PULLOVER": "outerwear",
-    "TOP/TOP": "tops",
+    "TOP/TOP": "top",
     "TOP/OVERALL": "all-body",
     "TOP/UNDERWEAR": "bottoms",
     "TOP/SKIRT": "skirt",
-    "TOP/UNIFORM": "tops",
-    "TOP/SHIRT": "tops",
-    "TOP/SWEATER": "tops",
+    "TOP/UNIFORM": "top",
+    "TOP/SHIRT": "top",
+    "TOP/SWEATER": "top",
     "TOP/TUTA": "all-body",
-    "TOP/TEE": "tops",
-    "TOP/TUNIC": "tops",
+    "TOP/TEE": "top",
+    "TOP/TUNIC": "top",
     "TUTA/OVERALL": "all-body",
     "TUTA/TWIN SET": "all-body",
     "TUTA/TUTA": "all-body"