End of training

README.md

@@ -22,7 +22,7 @@ model-index:
     metrics:
     - name: Accuracy
       type: accuracy
-      value: 0.976
+      value: 0.915
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -32,8 +32,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the imagefolder dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.4189
-- Accuracy: 0.976
+- Loss: 0.8643
+- Accuracy: 0.915
 
 ## Model description
 
@@ -64,26 +64,26 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| No log        | 1.0   | 125  | 1.4882          | 0.725    |
-| No log        | 2.0   | 250  | 1.3160          | 0.796    |
-| No log        | 3.0   | 375  | 1.1868          | 0.809    |
-| 1.3542        | 4.0   | 500  | 1.0752          | 0.849    |
-| 1.3542        | 5.0   | 625  | 0.9666          | 0.884    |
-| 1.3542        | 6.0   | 750  | 0.8908          | 0.908    |
-| 1.3542        | 7.0   | 875  | 0.8318          | 0.906    |
-| 0.8818        | 8.0   | 1000 | 0.7409          | 0.927    |
-| 0.8818        | 9.0   | 1125 | 0.6860          | 0.94     |
-| 0.8818        | 10.0  | 1250 | 0.6583          | 0.945    |
-| 0.8818        | 11.0  | 1375 | 0.5979          | 0.958    |
-| 0.6519        | 12.0  | 1500 | 0.5557          | 0.971    |
-| 0.6519        | 13.0  | 1625 | 0.5261          | 0.964    |
-| 0.6519        | 14.0  | 1750 | 0.5051          | 0.97     |
-| 0.6519        | 15.0  | 1875 | 0.4755          | 0.971    |
-| 0.5162        | 16.0  | 2000 | 0.4640          | 0.964    |
-| 0.5162        | 17.0  | 2125 | 0.4387          | 0.974    |
-| 0.5162        | 18.0  | 2250 | 0.4200          | 0.978    |
-| 0.5162        | 19.0  | 2375 | 0.4164          | 0.977    |
-| 0.4421        | 20.0  | 2500 | 0.4189          | 0.976    |
+| No log        | 1.0   | 125  | 3.6903          | 0.517    |
+| No log        | 2.0   | 250  | 2.7990          | 0.553    |
+| No log        | 3.0   | 375  | 2.3198          | 0.57     |
+| 3.1391        | 4.0   | 500  | 2.0210          | 0.632    |
+| 3.1391        | 5.0   | 625  | 1.8298          | 0.638    |
+| 3.1391        | 6.0   | 750  | 1.6753          | 0.683    |
+| 3.1391        | 7.0   | 875  | 1.5446          | 0.708    |
+| 1.7309        | 8.0   | 1000 | 1.4338          | 0.751    |
+| 1.7309        | 9.0   | 1125 | 1.3318          | 0.777    |
+| 1.7309        | 10.0  | 1250 | 1.2387          | 0.807    |
+| 1.7309        | 11.0  | 1375 | 1.1828          | 0.806    |
+| 1.2855        | 12.0  | 1500 | 1.1052          | 0.843    |
+| 1.2855        | 13.0  | 1625 | 1.0620          | 0.862    |
+| 1.2855        | 14.0  | 1750 | 1.0029          | 0.87     |
+| 1.2855        | 15.0  | 1875 | 0.9611          | 0.895    |
+| 1.0212        | 16.0  | 2000 | 0.9314          | 0.905    |
+| 1.0212        | 17.0  | 2125 | 0.9041          | 0.905    |
+| 1.0212        | 18.0  | 2250 | 0.8840          | 0.913    |
+| 1.0212        | 19.0  | 2375 | 0.8730          | 0.921    |
+| 0.8953        | 20.0  | 2500 | 0.8639          | 0.92     |
 
 
 ### Framework versions

config.json

@@ -51,292 +51,292 @@
     "133": "CRACKER",
     "134": "CURTAIN",
     "135": "CUTTING_BOARD",
-    "136": "CYCLING_EQUIPMENT",
-    "137": "DAIRY_BASED_BUTTER",
-    "138": "DAIRY_BASED_CHEESE",
-    "139": "DAIRY_BASED_CREAM",
+    "136": "DAIRY_BASED_BUTTER",
+    "137": "DAIRY_BASED_CHEESE",
+    "138": "DAIRY_BASED_CREAM",
+    "139": "DAIRY_BASED_DRINK",
     "14": "AIR_FRYER",
-    "140": "DAIRY_BASED_DRINK",
-    "141": "DAIRY_BASED_ICE_CREAM",
-    "142": "DEEP_FRYER",
-    "143": "DEHUMIDIFIER",
-    "144": "DESK",
-    "145": "DIETARY_SUPPLEMENTS",
-    "146": "DIGITAL_DEVICE_3",
-    "147": "DINNERWARE",
-    "148": "DISHWARE_BOWL",
-    "149": "DISHWARE_PLACE_SETTING",
+    "140": "DAIRY_BASED_ICE_CREAM",
+    "141": "DEEP_FRYER",
+    "142": "DEHUMIDIFIER",
+    "143": "DESK",
+    "144": "DIETARY_SUPPLEMENTS",
+    "145": "DIGITAL_DEVICE_3",
+    "146": "DINNERWARE",
+    "147": "DISHWARE_BOWL",
+    "148": "DISHWARE_PLACE_SETTING",
+    "149": "DISHWARE_PLATE",
     "15": "AIR_MATTRESS",
-    "150": "DISHWARE_PLATE",
-    "151": "DISHWASHER",
-    "152": "DISHWASHER_DETERGENT",
-    "153": "DOORSTOP",
-    "154": "DRESSER",
-    "155": "DRILL",
-    "156": "DRILL_BITS",
-    "157": "DRINKING_CUP",
-    "158": "DRINKING_STRAW",
-    "159": "DRINK_COASTER",
+    "150": "DISHWASHER",
+    "151": "DISHWASHER_DETERGENT",
+    "152": "DOORSTOP",
+    "153": "DRESSER",
+    "154": "DRILL",
+    "155": "DRILL_BITS",
+    "156": "DRINKING_CUP",
+    "157": "DRINKING_STRAW",
+    "158": "DRINK_COASTER",
+    "159": "DRINK_FLAVORED",
     "16": "AIR_PUMP",
-    "160": "DRINK_FLAVORED",
-    "161": "DRYING_RACK",
-    "162": "DUTCH_OVENS",
-    "163": "EARMUFF",
-    "164": "EARPLUG",
-    "165": "EARRING",
-    "166": "EDIBLE_OIL_VEGETABLE",
-    "167": "EDUCATIONAL_SUPPLIES",
-    "168": "ELECTRIC_FAN",
-    "169": "ELECTRIC_WATER_BOILER",
+    "160": "DRYING_RACK",
+    "161": "DUTCH_OVENS",
+    "162": "EARMUFF",
+    "163": "EARPLUG",
+    "164": "EARRING",
+    "165": "EDIBLE_OIL_VEGETABLE",
+    "166": "EDUCATIONAL_SUPPLIES",
+    "167": "ELECTRIC_FAN",
+    "168": "ELECTRIC_WATER_BOILER",
+    "169": "ELECTROMECHANICAL_GAUGE",
     "17": "AIR_PURIFIER",
-    "170": "ELECTROMECHANICAL_GAUGE",
-    "171": "ELECTRONIC_ADAPTER",
-    "172": "ELECTRONIC_CABLE",
-    "173": "ELECTRONIC_DEVICE_DOCKING_STATION",
-    "174": "ELECTRONIC_SWITCH",
-    "175": "ENVELOPE",
-    "176": "ESSENTIAL_OIL",
-    "177": "EXERCISE_BAND",
-    "178": "EXERCISE_MAT",
-    "179": "EYEBROW_COLOR",
+    "170": "ELECTRONIC_ADAPTER",
+    "171": "ELECTRONIC_CABLE",
+    "172": "ELECTRONIC_DEVICE_DOCKING_STATION",
+    "173": "ELECTRONIC_SWITCH",
+    "174": "ENVELOPE",
+    "175": "ESSENTIAL_OIL",
+    "176": "EXERCISE_BAND",
+    "177": "EXERCISE_MAT",
+    "178": "EYEBROW_COLOR",
+    "179": "EYELID_COLOR",
     "18": "AMAZON_BOOK_READER_ACCESSORY",
-    "180": "EYELID_COLOR",
-    "181": "EYEWEAR",
-    "182": "FACE_SHAPING_MAKEUP",
-    "183": "FACIAL_TISSUE",
-    "184": "FASHIONEARRING",
-    "185": "FASHIONNECKLACEBRACELETANKLET",
-    "186": "FASHIONOTHER",
-    "187": "FASHIONRING",
-    "188": "FASTENER_DRIVE_BIT",
-    "189": "FAUCET",
+    "180": "EYEWEAR",
+    "181": "FACE_SHAPING_MAKEUP",
+    "182": "FACIAL_TISSUE",
+    "183": "FASHIONEARRING",
+    "184": "FASHIONNECKLACEBRACELETANKLET",
+    "185": "FASHIONOTHER",
+    "186": "FASHIONRING",
+    "187": "FASTENER_DRIVE_BIT",
+    "188": "FAUCET",
+    "189": "FIGURINE",
     "19": "AMAZON_TABLET_ACCESSORY",
-    "190": "FIGURINE",
-    "191": "FILE_FOLDER",
-    "192": "FINEEARRING",
-    "193": "FINENECKLACEBRACELETANKLET",
-    "194": "FINEOTHER",
-    "195": "FINERING",
-    "196": "FIRST_AID_KIT",
-    "197": "FISH",
-    "198": "FISHING_EQUIPMENT",
-    "199": "FITNESS_BENCH",
+    "190": "FILE_FOLDER",
+    "191": "FINEEARRING",
+    "192": "FINENECKLACEBRACELETANKLET",
+    "193": "FINEOTHER",
+    "194": "FINERING",
+    "195": "FIRST_AID_KIT",
+    "196": "FISH",
+    "197": "FISHING_EQUIPMENT",
+    "198": "FITNESS_BENCH",
+    "199": "FLASH_DRIVE",
     "2": "ABIS_DRUGSTORE",
-    "20": "ANIMAL_LITTER",
-    "200": "FLASH_DRIVE",
-    "201": "FLASH_MEMORY",
-    "202": "FLATWARE",
-    "203": "FLAT_SCREEN_DISPLAY_MOUNT",
-    "204": "FLAT_SHEET",
-    "205": "FLAVORED_DRINK_CONCENTRATE",
-    "206": "FLOUR",
-    "207": "FOOD_BLENDER",
-    "208": "FOOD_DEHYDRATOR",
-    "209": "FOOD_MIXER",
-    "21": "ANTENNA",
-    "210": "FOOD_PREPARATION_MOLD",
-    "211": "FOOD_PROCESSOR",
-    "212": "FOOD_SERVICE_SUPPLY",
-    "213": "FOOD_SLICER",
-    "214": "FOOD_STORAGE_BAG",
-    "215": "FOUNTAIN",
-    "216": "FREESTANDING_SHELTER",
-    "217": "FRUIT",
-    "218": "FRUIT_SNACK",
-    "219": "FUEL_PUMP",
-    "22": "AREA_DEODORIZER",
-    "220": "FURNITURE",
-    "221": "FURNITURE_COVER",
-    "222": "FURNITURE_LINER",
-    "223": "GAME_DICE",
-    "224": "GARLIC_PRESS",
-    "225": "GOLF_CLUB",
-    "226": "GOLF_CLUB_BAG",
-    "227": "GPS_OR_NAVIGATION_ACCESSORY",
-    "228": "GPS_OR_NAVIGATION_SYSTEM",
-    "229": "GROCERY",
-    "23": "ARTIFICIAL_PLANT",
-    "230": "GUITARS",
-    "231": "HAIR_BRUSH",
-    "232": "HAIR_CLEANER_CONDITIONER",
-    "233": "HAIR_COLORING_AGENT",
-    "234": "HAIR_COMB",
-    "235": "HAIR_IRON",
-    "236": "HAIR_REMOVAL_AGENT",
-    "237": "HAIR_STYLING_AGENT",
-    "238": "HANDBAG",
-    "239": "HARDWARE",
+    "20": "ANIMAL_COLLAR",
+    "200": "FLASH_MEMORY",
+    "201": "FLATWARE",
+    "202": "FLAT_SCREEN_DISPLAY_MOUNT",
+    "203": "FLAT_SHEET",
+    "204": "FLAVORED_DRINK_CONCENTRATE",
+    "205": "FLOUR",
+    "206": "FOOD_BLENDER",
+    "207": "FOOD_DEHYDRATOR",
+    "208": "FOOD_MIXER",
+    "209": "FOOD_PREPARATION_MOLD",
+    "21": "ANIMAL_LITTER",
+    "210": "FOOD_PROCESSOR",
+    "211": "FOOD_SERVICE_SUPPLY",
+    "212": "FOOD_SLICER",
+    "213": "FOOD_STORAGE_BAG",
+    "214": "FOUNTAIN",
+    "215": "FREESTANDING_SHELTER",
+    "216": "FRUIT",
+    "217": "FRUIT_SNACK",
+    "218": "FUEL_PUMP",
+    "219": "FURNITURE",
+    "22": "ANTENNA",
+    "220": "FURNITURE_COVER",
+    "221": "FURNITURE_LINER",
+    "222": "GAME_DICE",
+    "223": "GARLIC_PRESS",
+    "224": "GOLF_CLUB",
+    "225": "GOLF_CLUB_BAG",
+    "226": "GPS_OR_NAVIGATION_ACCESSORY",
+    "227": "GPS_OR_NAVIGATION_SYSTEM",
+    "228": "GROCERY",
+    "229": "GUITARS",
+    "23": "AREA_DEODORIZER",
+    "230": "HAIR_BRUSH",
+    "231": "HAIR_CLEANER_CONDITIONER",
+    "232": "HAIR_COLORING_AGENT",
+    "233": "HAIR_COMB",
+    "234": "HAIR_IRON",
+    "235": "HAIR_REMOVAL_AGENT",
+    "236": "HAIR_STYLING_AGENT",
+    "237": "HANDBAG",
+    "238": "HARDWARE",
+    "239": "HARDWARE_CLAMP_VISE",
     "24": "ARTIFICIAL_TREE",
-    "240": "HARDWARE_CLAMP_VISE",
-    "241": "HARDWARE_HANDLE",
-    "242": "HARDWARE_HINGE",
-    "243": "HARDWARE_TUBING",
-    "244": "HAT",
-    "245": "HEADBOARD",
-    "246": "HEADPHONES",
-    "247": "HEALTH_PERSONAL_CARE",
-    "248": "HERB",
-    "249": "HERBAL_SUPPLEMENT",
+    "240": "HARDWARE_HANDLE",
+    "241": "HARDWARE_HINGE",
+    "242": "HARDWARE_TUBING",
+    "243": "HAT",
+    "244": "HEADBOARD",
+    "245": "HEADPHONES",
+    "246": "HEALTH_PERSONAL_CARE",
+    "247": "HERB",
+    "248": "HERBAL_SUPPLEMENT",
+    "249": "HOME",
     "25": "ART_AND_CRAFT_SUPPLY",
-    "250": "HOME",
-    "251": "HOME_BED_AND_BATH",
-    "252": "HOME_FURNITURE_AND_DECOR",
-    "253": "HOME_LIGHTING_ACCESSORY",
-    "254": "HOME_LIGHTING_AND_LAMPS",
-    "255": "HOME_MIRROR",
-    "256": "HOME_ORGANIZERS_AND_STORAGE",
-    "257": "HONEY",
-    "258": "HUMIDIFIER",
-    "259": "ICE_CHEST",
+    "250": "HOME_BED_AND_BATH",
+    "251": "HOME_FURNITURE_AND_DECOR",
+    "252": "HOME_LIGHTING_ACCESSORY",
+    "253": "HOME_LIGHTING_AND_LAMPS",
+    "254": "HOME_MIRROR",
+    "255": "HOME_ORGANIZERS_AND_STORAGE",
+    "256": "HONEY",
+    "257": "HUMIDIFIER",
+    "258": "ICE_CHEST",
+    "259": "ICE_CUBE_TRAY",
     "26": "ASTRINGENT_SUBSTANCE",
-    "260": "ICE_CUBE_TRAY",
-    "261": "INCENSE",
-    "262": "INFANT_TODDLER_CAR_SEAT",
-    "263": "INKJET_PRINTER_INK",
-    "264": "INK_OR_TONER",
-    "265": "INPUT_MOUSE",
-    "266": "INPUT_PEN",
-    "267": "INSTRUMENT_PARTS_AND_ACCESSORIES",
-    "268": "JANITORIAL_SUPPLY",
-    "269": "JAR",
+    "260": "INCENSE",
+    "261": "INFANT_TODDLER_CAR_SEAT",
+    "262": "INKJET_PRINTER_INK",
+    "263": "INK_OR_TONER",
+    "264": "INPUT_MOUSE",
+    "265": "INPUT_PEN",
+    "266": "INSTRUMENT_PARTS_AND_ACCESSORIES",
+    "267": "JANITORIAL_SUPPLY",
+    "268": "JAR",
+    "269": "JERKY",
     "27": "AUDIO_OR_VIDEO",
-    "270": "JERKY",
-    "271": "JEWELRY",
-    "272": "JEWELRY_SET",
-    "273": "JEWELRY_STORAGE",
-    "274": "JUICER",
-    "275": "JUICE_AND_JUICE_DRINK",
-    "276": "KEYBOARDS",
-    "277": "KICK_SCOOTER",
-    "278": "KITCHEN",
-    "279": "KITCHEN_KNIFE",
+    "270": "JEWELRY",
+    "271": "JEWELRY_SET",
+    "272": "JEWELRY_STORAGE",
+    "273": "JUICER",
+    "274": "JUICE_AND_JUICE_DRINK",
+    "275": "KEYBOARDS",
+    "276": "KICK_SCOOTER",
+    "277": "KITCHEN",
+    "278": "KITCHEN_KNIFE",
+    "279": "KITCHEN_TOOLS",
     "28": "AUTO_ACCESSORY",
-    "280": "KITCHEN_TOOLS",
-    "281": "KNIFE_BLOCK_SET",
-    "282": "LABEL",
-    "283": "LAB_SUPPLY",
-    "284": "LADDER",
-    "285": "LAMP",
-    "286": "LANDLINE_PHONE",
-    "287": "LAUNDRY_APPLIANCE",
-    "288": "LAUNDRY_DETERGENT",
-    "289": "LAUNDRY_HAMPER",
+    "280": "KNIFE_BLOCK_SET",
+    "281": "LABEL",
+    "282": "LAB_SUPPLY",
+    "283": "LADDER",
+    "284": "LAMP",
+    "285": "LANDLINE_PHONE",
+    "286": "LAUNDRY_APPLIANCE",
+    "287": "LAUNDRY_DETERGENT",
+    "288": "LAUNDRY_HAMPER",
+    "289": "LEAVENING_AGENT",
     "29": "AUTO_CHEMICAL",
-    "290": "LEAVENING_AGENT",
-    "291": "LEGUME",
-    "292": "LEHENGA_CHOLI_SET",
-    "293": "LEOTARD",
-    "294": "LICENSE_PLATE_ATTACHMENT",
-    "295": "LIGHT_BULB",
-    "296": "LIGHT_FIXTURE",
-    "297": "LIGHT_SOURCE",
-    "298": "LIP_BALM",
-    "299": "LIP_COLOR",
+    "290": "LEGUME",
+    "291": "LEHENGA_CHOLI_SET",
+    "292": "LEOTARD",
+    "293": "LICENSE_PLATE_ATTACHMENT",
+    "294": "LIGHT_BULB",
+    "295": "LIGHT_FIXTURE",
+    "296": "LIGHT_SOURCE",
+    "297": "LIP_BALM",
+    "298": "LIP_COLOR",
+    "299": "LITTER_BOX",
     "3": "ABIS_ELECTRONICS",
     "30": "AUTO_OIL",
-    "300": "LITTER_BOX",
-    "301": "LOCK",
-    "302": "LUGGAGE",
-    "303": "MAJOR_HOME_APPLIANCES",
-    "304": "MANUAL_SHAVING_RAZOR",
-    "305": "MARKING_PEN",
-    "306": "MASCARA",
-    "307": "MASSAGER",
-    "308": "MASSAGE_STICK",
-    "309": "MATTRESS",
+    "300": "LOCK",
+    "301": "LUGGAGE",
+    "302": "MAJOR_HOME_APPLIANCES",
+    "303": "MANUAL_SHAVING_RAZOR",
+    "304": "MARKING_PEN",
+    "305": "MASCARA",
+    "306": "MASSAGER",
+    "307": "MASSAGE_STICK",
+    "308": "MATTRESS",
+    "309": "MEAL_HOLDER",
     "31": "AUTO_PART",
-    "310": "MEAL_HOLDER",
-    "311": "MEAT",
-    "312": "MECHANICAL_COMPONENTS",
-    "313": "MECHANICAL_LIGHTER",
-    "314": "MEDIA_STORAGE",
-    "315": "MEDICATION",
-    "316": "MEMORY_READER",
-    "317": "MICROPHONE",
-    "318": "MICROSCOPES",
-    "319": "MICROWAVE_OVEN",
+    "310": "MEAT",
+    "311": "MECHANICAL_COMPONENTS",
+    "312": "MECHANICAL_LIGHTER",
+    "313": "MEDIA_STORAGE",
+    "314": "MEDICATION",
+    "315": "MEMORY_READER",
+    "316": "MICROPHONE",
+    "317": "MICROSCOPES",
+    "318": "MICROWAVE_OVEN",
+    "319": "MILK_SUBSTITUTE",
     "32": "AV_FURNITURE",
-    "320": "MILK_SUBSTITUTE",
-    "321": "MINERAL_SUPPLEMENT",
-    "322": "MONITOR",
-    "323": "MOUSE_PAD",
-    "324": "MOUTHWASH",
-    "325": "MULTIPORT_HUB",
-    "326": "MULTITOOL",
-    "327": "MUSCLE_ROLLER",
-    "328": "NAIL_POLISH",
-    "329": "NECKLACE",
+    "320": "MINERAL_SUPPLEMENT",
+    "321": "MONITOR",
+    "322": "MOUSE_PAD",
+    "323": "MOUTHWASH",
+    "324": "MULTIPORT_HUB",
+    "325": "MULTITOOL",
+    "326": "MUSCLE_ROLLER",
+    "327": "NAIL_POLISH",
+    "328": "NECKLACE",
+    "329": "NECKTIE",
     "33": "AV_RECEIVER",
-    "330": "NECKTIE",
-    "331": "NETWORKING_DEVICE",
-    "332": "NETWORKING_ROUTER",
-    "333": "NETWORK_INTERFACE_CONTROLLER_ADAPTER",
-    "334": "NON_DAIRY_CREAM",
-    "335": "NON_RIDING_TOY_VEHICLE",
-    "336": "NOODLE",
-    "337": "NOTEBOOK_COMPUTER",
-    "338": "NUTRITIONAL_SUPPLEMENT",
-    "339": "NUTS",
+    "330": "NETWORKING_DEVICE",
+    "331": "NETWORKING_ROUTER",
+    "332": "NETWORK_INTERFACE_CONTROLLER_ADAPTER",
+    "333": "NON_DAIRY_CREAM",
+    "334": "NON_RIDING_TOY_VEHICLE",
+    "335": "NOODLE",
+    "336": "NOTEBOOK_COMPUTER",
+    "337": "NUTRITIONAL_SUPPLEMENT",
+    "338": "NUTS",
+    "339": "NUT_BUTTER",
     "34": "BABY_BOTTLE",
-    "340": "NUT_BUTTER",
-    "341": "OFFICE_ELECTRONICS",
-    "342": "OFFICE_PRODUCTS",
-    "343": "ORTHOPEDIC_BRACE",
-    "344": "OTC_MEDICATION",
-    "345": "OTTOMAN",
-    "346": "OUTBUILDING",
-    "347": "OUTDOOR_LIVING",
-    "348": "OUTDOOR_RECREATION_PRODUCT",
-    "349": "OVERALLS",
+    "340": "OFFICE_ELECTRONICS",
+    "341": "OFFICE_PRODUCTS",
+    "342": "ORTHOPEDIC_BRACE",
+    "343": "OTC_MEDICATION",
+    "344": "OTTOMAN",
+    "345": "OUTBUILDING",
+    "346": "OUTDOOR_LIVING",
+    "347": "OUTDOOR_RECREATION_PRODUCT",
+    "348": "OVERALLS",
+    "349": "PACIFIER",
     "35": "BABY_PRODUCT",
-    "350": "PACIFIER",
-    "351": "PACKAGED_SOUP_AND_STEW",
-    "352": "PANTRY",
-    "353": "PAPER_PRODUCT",
-    "354": "PAPER_TOWEL_HOLDER",
-    "355": "PASTRY",
-    "356": "PERCUSSION_INSTRUMENTS",
-    "357": "PERSONAL_CARE_APPLIANCE",
-    "358": "PERSONAL_COMPUTER",
-    "359": "PERSONAL_PILL_DISPENSER",
+    "350": "PACKAGED_SOUP_AND_STEW",
+    "351": "PANTRY",
+    "352": "PAPER_PRODUCT",
+    "353": "PAPER_TOWEL_HOLDER",
+    "354": "PASTRY",
+    "355": "PERCUSSION_INSTRUMENTS",
+    "356": "PERSONAL_CARE_APPLIANCE",
+    "357": "PERSONAL_COMPUTER",
+    "358": "PERSONAL_PILL_DISPENSER",
+    "359": "PET_APPAREL",
     "36": "BACKPACK",
-    "360": "PET_APPAREL",
-    "361": "PET_PEST_CONTROL",
-    "362": "PET_SUPPLIES",
-    "363": "PET_TOY",
-    "364": "PHONE",
-    "365": "PHONE_ACCESSORY",
-    "366": "PICTURE_FRAME",
-    "367": "PILLOW",
-    "368": "PINBOARD",
-    "369": "PITCHER",
+    "360": "PET_PEST_CONTROL",
+    "361": "PET_SUPPLIES",
+    "362": "PET_TOY",
+    "363": "PHONE",
+    "364": "PHONE_ACCESSORY",
+    "365": "PICTURE_FRAME",
+    "366": "PILLOW",
+    "367": "PINBOARD",
+    "368": "PITCHER",
+    "369": "PLACEMAT",
     "37": "BADGE_HOLDER",
-    "370": "PLACEMAT",
-    "371": "PLANTER",
-    "372": "PLIERS",
-    "373": "PLUMBING_FIXTURE",
-    "374": "POPCORN",
-    "375": "PORTABLE_AUDIO",
-    "376": "PORTABLE_AV_DEVICE",
-    "377": "PORTABLE_ELECTRONIC_DEVICE_COVER",
-    "378": "PORTABLE_ELECTRONIC_DEVICE_MOUNT",
-    "379": "PORTABLE_ELECTRONIC_DEVICE_STAND",
+    "370": "PLANTER",
+    "371": "PLIERS",
+    "372": "PLUMBING_FIXTURE",
+    "373": "POPCORN",
+    "374": "PORTABLE_AUDIO",
+    "375": "PORTABLE_AV_DEVICE",
+    "376": "PORTABLE_ELECTRONIC_DEVICE_COVER",
+    "377": "PORTABLE_ELECTRONIC_DEVICE_MOUNT",
+    "378": "PORTABLE_ELECTRONIC_DEVICE_STAND",
+    "379": "PORTABLE_STOVE",
     "38": "BAG",
-    "380": "PORTABLE_STOVE",
-    "381": "PORTABLE_TOOL_BOX",
-    "382": "POT_HOLDER",
-    "383": "POULTRY",
-    "384": "POWERSPORTS_VEHICLE_PART",
-    "385": "POWER_BANK",
-    "386": "POWER_CONVERTER",
-    "387": "POWER_STRIP",
-    "388": "POWER_SUPPLIES_OR_PROTECTION",
-    "389": "PRESSURE_COOKER",
+    "380": "PORTABLE_TOOL_BOX",
+    "381": "POT_HOLDER",
+    "382": "POULTRY",
+    "383": "POWERSPORTS_VEHICLE_PART",
+    "384": "POWER_BANK",
+    "385": "POWER_CONVERTER",
+    "386": "POWER_STRIP",
+    "387": "POWER_SUPPLIES_OR_PROTECTION",
+    "388": "PRESSURE_COOKER",
+    "389": "PRETZEL",
     "39": "BAKEWARE",
-    "390": "PRETZEL",
-    "391": "PRINTER",
-    "392": "PRINT_COPY_PAPER",
-    "393": "PROFESSIONAL_HEALTHCARE",
+    "390": "PRINTER",
+    "391": "PRINT_COPY_PAPER",
+    "392": "PROFESSIONAL_HEALTHCARE",
+    "393": "PROTEIN_DRINK",
     "394": "PROTEIN_SUPPLEMENT_POWDER",
     "395": "PUMP_DISPENSER",
     "396": "PUNCHING_BAG",
@@ -354,179 +354,180 @@
     "406": "RICE_MIX",
     "407": "RING",
     "408": "ROASTING_PAN",
-    "409": "ROOM_DIVIDER",
+    "409": "ROBOTIC_VACUUM_CLEANER",
     "41": "BAKING_MIX",
-    "410": "ROWING_MACHINE",
-    "411": "RUG",
-    "412": "RUG_PAD",
-    "413": "SAFE",
-    "414": "SAFETY_GLASSES",
-    "415": "SAFETY_SUPPLY",
-    "416": "SALAD_DRESSING",
-    "417": "SANDAL",
-    "418": "SAUCE",
-    "419": "SAUTE_FRY_PAN",
+    "410": "ROOM_DIVIDER",
+    "411": "ROWING_MACHINE",
+    "412": "RUG",
+    "413": "RUG_PAD",
+    "414": "SAFE",
+    "415": "SAFETY_GLASSES",
+    "416": "SAFETY_SUPPLY",
+    "417": "SALAD_DRESSING",
+    "418": "SANDAL",
+    "419": "SAUCE",
     "42": "BAKING_PAN",
-    "420": "SAW_BLADE",
-    "421": "SCANNER",
-    "422": "SCISSORS",
-    "423": "SCREEN_PROTECTOR",
-    "424": "SCREWDRIVER",
-    "425": "SCULPTURE",
-    "426": "SEALS",
-    "427": "SECURITY_CAMERA",
-    "428": "SECURITY_ELECTRONICS",
-    "429": "SELF_STICK_NOTE",
+    "420": "SAUTE_FRY_PAN",
+    "421": "SAW_BLADE",
+    "422": "SCANNER",
+    "423": "SCISSORS",
+    "424": "SCREEN_PROTECTOR",
+    "425": "SCREWDRIVER",
+    "426": "SCULPTURE",
+    "427": "SEALS",
+    "428": "SECURITY_CAMERA",
+    "429": "SECURITY_ELECTRONICS",
     "43": "BAKING_PAPER",
-    "430": "SHAMPOO",
-    "431": "SHEET_PAN",
-    "432": "SHELF",
-    "433": "SHELLFISH",
-    "434": "SHIPPING_BOX",
-    "435": "SHOES",
-    "436": "SHOE_INSERT",
-    "437": "SHOVEL_SPADE",
-    "438": "SHOWERHEAD",
-    "439": "SKATEBOARD",
+    "430": "SELF_STICK_NOTE",
+    "431": "SHAMPOO",
+    "432": "SHEET_PAN",
+    "433": "SHELF",
+    "434": "SHELLFISH",
+    "435": "SHIPPING_BOX",
+    "436": "SHOES",
+    "437": "SHOE_INSERT",
+    "438": "SHOVEL_SPADE",
+    "439": "SHOWERHEAD",
     "44": "BARBECUE_GRILL",
-    "440": "SKIN_CLEANING_AGENT",
-    "441": "SKIN_CLEANING_WIPE",
-    "442": "SKIN_EXFOLIANT",
-    "443": "SKIN_FOUNDATION_CONCEALER",
-    "444": "SKIN_MOISTURIZER",
-    "445": "SKIN_TREATMENT_MASK",
-    "446": "SLEEPING_BAG",
-    "447": "SLEEP_MASK",
-    "448": "SLOW_COOKER",
-    "449": "SMALL_HOME_APPLIANCES",
+    "440": "SKATEBOARD",
+    "441": "SKIN_CLEANING_AGENT",
+    "442": "SKIN_CLEANING_WIPE",
+    "443": "SKIN_EXFOLIANT",
+    "444": "SKIN_FOUNDATION_CONCEALER",
+    "445": "SKIN_MOISTURIZER",
+    "446": "SKIN_TREATMENT_MASK",
+    "447": "SLEEPING_BAG",
+    "448": "SLEEP_MASK",
+    "449": "SLOW_COOKER",
     "45": "BARBELL",
-    "450": "SNACK_CHIP_AND_CRISP",
-    "451": "SNACK_FOOD_BAR",
-    "452": "SNACK_MIX",
-    "453": "SOFA",
-    "454": "SOUND_AND_RECORDING_EQUIPMENT",
-    "455": "SOUS_VIDE_MACHINE",
-    "456": "SPEAKERS",
-    "457": "SPIRITS",
-    "458": "SPORTING_GOODS",
-    "459": "SPORT_RACKET",
+    "450": "SMALL_HOME_APPLIANCES",
+    "451": "SNACK_CHIP_AND_CRISP",
+    "452": "SNACK_FOOD_BAR",
+    "453": "SNACK_MIX",
+    "454": "SOFA",
+    "455": "SOUND_AND_RECORDING_EQUIPMENT",
+    "456": "SOUS_VIDE_MACHINE",
+    "457": "SPEAKERS",
+    "458": "SPIRITS",
+    "459": "SPORTING_GOODS",
     "46": "BASKET",
-    "460": "SPORT_TABLE_GAME",
-    "461": "STAPLER",
-    "462": "STATIONARY_BICYCLE",
-    "463": "STEERING_WHEEL_COVER",
-    "464": "STICKER_DECAL",
-    "465": "STOOL_SEATING",
-    "466": "STORAGE_BAG",
-    "467": "STORAGE_BINDER",
-    "468": "STORAGE_BOX",
-    "469": "STORAGE_DRAWER",
+    "460": "SPORT_RACKET",
+    "461": "SPORT_TABLE_GAME",
+    "462": "STAPLER",
+    "463": "STATIONARY_BICYCLE",
+    "464": "STEERING_WHEEL_COVER",
+    "465": "STICKER_DECAL",
+    "466": "STOOL_SEATING",
+    "467": "STORAGE_BAG",
+    "468": "STORAGE_BINDER",
+    "469": "STORAGE_BOX",
     "47": "BATHWATER_ADDITIVE",
-    "470": "STORAGE_HOOK",
-    "471": "STORAGE_RACK",
-    "472": "STRINGED_INSTRUMENTS",
-    "473": "STRING_LIGHT",
-    "474": "STROLLER",
-    "475": "SUGAR",
-    "476": "SUGAR_CANDY",
-    "477": "SUGAR_SUBSTITUTE",
-    "478": "SUITCASE",
-    "479": "SUNGLASSES",
+    "470": "STORAGE_DRAWER",
+    "471": "STORAGE_HOOK",
+    "472": "STORAGE_RACK",
+    "473": "STRINGED_INSTRUMENTS",
+    "474": "STRING_LIGHT",
+    "475": "STROLLER",
+    "476": "SUGAR",
+    "477": "SUGAR_CANDY",
+    "478": "SUGAR_SUBSTITUTE",
+    "479": "SUITCASE",
     "48": "BATTERY",
-    "480": "SUNSCREEN",
-    "481": "SURVEILANCE_SYSTEMS",
-    "482": "SWATCH",
-    "483": "SWEATBAND",
-    "484": "SWING",
-    "485": "SYSTEM_POWER_DEVICE",
-    "486": "TABLE",
-    "487": "TABLETOP_GAME",
-    "488": "TEA",
-    "489": "TEACHING_EQUIPMENT",
+    "480": "SUNGLASSES",
+    "481": "SUNSCREEN",
+    "482": "SURVEILANCE_SYSTEMS",
+    "483": "SWATCH",
+    "484": "SWEATBAND",
+    "485": "SWING",
+    "486": "SYSTEM_POWER_DEVICE",
+    "487": "TABLE",
+    "488": "TABLETOP_GAME",
+    "489": "TEA",
     "49": "BEAN_BAG_CHAIR",
-    "490": "TECHNICAL_SPORT_SHOE",
-    "491": "TELESCOPE",
-    "492": "TELEVISION",
-    "493": "TENT",
-    "494": "TERMINAL_BLOCK",
-    "495": "THERMOMETER",
-    "496": "THERMOPLASTIC_FILAMENT",
-    "497": "THERMOS",
-    "498": "THICKENING_AGENT",
-    "499": "TIMER",
+    "490": "TEACHING_EQUIPMENT",
+    "491": "TECHNICAL_SPORT_SHOE",
+    "492": "TELESCOPE",
+    "493": "TELEVISION",
+    "494": "TENT",
+    "495": "TERMINAL_BLOCK",
+    "496": "THERMOMETER",
+    "497": "THERMOPLASTIC_FILAMENT",
+    "498": "THERMOS",
+    "499": "THICKENING_AGENT",
     "5": "ABIS_KITCHEN",
     "50": "BEAUTY",
-    "500": "TOASTER",
-    "501": "TOILET_PAPER_HOLDER",
-    "502": "TOILET_SEAT",
-    "503": "TOOLS",
-    "504": "TOOTHBRUSH",
-    "505": "TOOTHBRUSH_HOLDER",
-    "506": "TOOTH_CLEANING_AGENT",
-    "507": "TOTE_BAG",
-    "508": "TOWEL_HOLDER",
-    "509": "TOYS_AND_GAMES",
+    "500": "TIMER",
+    "501": "TOASTER",
+    "502": "TOILET_PAPER_HOLDER",
+    "503": "TOILET_SEAT",
+    "504": "TOOLS",
+    "505": "TOOTHBRUSH",
+    "506": "TOOTHBRUSH_HOLDER",
+    "507": "TOOTH_CLEANING_AGENT",
+    "508": "TOTE_BAG",
+    "509": "TOWEL_HOLDER",
     "51": "BED",
-    "510": "TOY_BUILDING_BLOCK",
-    "511": "TOY_FIGURE",
-    "512": "TOY_SLIME",
-    "513": "TRACK_SUIT",
-    "514": "TRANSPORT_RACK",
-    "515": "TRASH_CAN",
-    "516": "TWO_WAY_RADIO",
-    "517": "UMBRELLA",
-    "518": "UTILITY_CART_WAGON",
-    "519": "UTILITY_KNIFE",
+    "510": "TOYS_AND_GAMES",
+    "511": "TOY_BUILDING_BLOCK",
+    "512": "TOY_FIGURE",
+    "513": "TOY_SLIME",
+    "514": "TRACK_SUIT",
+    "515": "TRANSPORT_RACK",
+    "516": "TRASH_CAN",
+    "517": "TWO_WAY_RADIO",
+    "518": "UMBRELLA",
+    "519": "UTILITY_CART_WAGON",
     "52": "BED_FRAME",
-    "520": "VACUUM_CLEANER",
-    "521": "VACUUM_SEALER_MACHINE",
-    "522": "VALVE",
-    "523": "VASE",
-    "524": "VEGETABLE",
-    "525": "VEHICLE_INTERIOR_SHADE",
-    "526": "VEHICLE_LIGHT_ASSEMBLY",
-    "527": "VEHICLE_LIGHT_BULB",
-    "528": "VEHICLE_MIRROR",
-    "529": "VEHICLE_SAFETY_CAMERA",
+    "520": "UTILITY_KNIFE",
+    "521": "VACUUM_CLEANER",
+    "522": "VACUUM_SEALER_MACHINE",
+    "523": "VALVE",
+    "524": "VASE",
+    "525": "VEGETABLE",
+    "526": "VEHICLE_INTERIOR_SHADE",
+    "527": "VEHICLE_LIGHT_ASSEMBLY",
+    "528": "VEHICLE_LIGHT_BULB",
+    "529": "VEHICLE_MIRROR",
     "53": "BENCH",
-    "530": "VEHICLE_SCAN_TOOL",
-    "531": "VEHICLE_SEAT_COVER",
-    "532": "VEST",
-    "533": "VIDEO_DEVICE",
-    "534": "VIDEO_GAME_ACCESSORIES",
-    "535": "VIDEO_PROJECTOR",
-    "536": "VINE",
-    "537": "VINEGAR",
-    "538": "VITAMIN",
-    "539": "VIVARIUM",
+    "530": "VEHICLE_SAFETY_CAMERA",
+    "531": "VEHICLE_SCAN_TOOL",
+    "532": "VEHICLE_SEAT_COVER",
+    "533": "VEST",
+    "534": "VIDEO_DEVICE",
+    "535": "VIDEO_GAME_ACCESSORIES",
+    "536": "VIDEO_PROJECTOR",
+    "537": "VINE",
+    "538": "VINEGAR",
+    "539": "VITAMIN",
     "54": "BINOCULAR",
-    "540": "WAIST_CINCHER",
-    "541": "WALKING_STICK",
-    "542": "WALLET",
-    "543": "WALLPAPER",
-    "544": "WALL_ART",
-    "545": "WASHER_DRYER_COMBINATION",
-    "546": "WASTE_BAG",
-    "547": "WATCH",
-    "548": "WATER",
-    "549": "WATER_FLOTATION_DEVICE",
+    "540": "VIVARIUM",
+    "541": "WAIST_CINCHER",
+    "542": "WALKING_STICK",
+    "543": "WALLET",
+    "544": "WALLPAPER",
+    "545": "WALL_ART",
+    "546": "WASHER_DRYER_COMBINATION",
+    "547": "WASTE_BAG",
+    "548": "WATCH",
+    "549": "WATER",
     "55": "BISS",
-    "550": "WATER_PUMP",
-    "551": "WATER_PURIFICATION_UNIT",
-    "552": "WEIGH_SCALE",
-    "553": "WHEEL",
-    "554": "WHEEL_CUTTER",
-    "555": "WILDLIFE_FEEDER",
-    "556": "WINDOW_SHADE",
-    "557": "WINE",
-    "558": "WIRELESS_ACCESSORY",
-    "559": "WIRELESS_LOCKED_PHONE",
+    "550": "WATER_FLOTATION_DEVICE",
+    "551": "WATER_PUMP",
+    "552": "WATER_PURIFICATION_UNIT",
+    "553": "WEIGH_SCALE",
+    "554": "WHEEL",
+    "555": "WHEEL_CUTTER",
+    "556": "WILDLIFE_FEEDER",
+    "557": "WINDOW_SHADE",
+    "558": "WINE",
+    "559": "WIRELESS_ACCESSORY",
     "56": "BLANKET",
-    "560": "WOUND_DRESSING",
-    "561": "WRENCH",
-    "562": "WRITING_BOARD",
-    "563": "WRITING_INSTRUMENT",
-    "564": "WRITING_PAPER",
+    "560": "WIRELESS_LOCKED_PHONE",
+    "561": "WOUND_DRESSING",
+    "562": "WRENCH",
+    "563": "WRITING_BOARD",
+    "564": "WRITING_INSTRUMENT",
+    "565": "WRITING_PAPER",
     "57": "BLANK_MEDIA",
     "58": "BLOOD_PRESSURE_MONITOR",
     "59": "BODY_DEODORANT",
@@ -599,10 +600,10 @@
     "AIR_PURIFIER": "17",
     "AMAZON_BOOK_READER_ACCESSORY": "18",
     "AMAZON_TABLET_ACCESSORY": "19",
-    "ANIMAL_LITTER": "20",
-    "ANTENNA": "21",
-    "AREA_DEODORIZER": "22",
-    "ARTIFICIAL_PLANT": "23",
+    "ANIMAL_COLLAR": "20",
+    "ANIMAL_LITTER": "21",
+    "ANTENNA": "22",
+    "AREA_DEODORIZER": "23",
     "ARTIFICIAL_TREE": "24",
     "ART_AND_CRAFT_SUPPLY": "25",
     "ASTRINGENT_SUBSTANCE": "26",
@@ -715,264 +716,264 @@
     "CRACKER": "133",
     "CURTAIN": "134",
     "CUTTING_BOARD": "135",
-    "CYCLING_EQUIPMENT": "136",
-    "DAIRY_BASED_BUTTER": "137",
-    "DAIRY_BASED_CHEESE": "138",
-    "DAIRY_BASED_CREAM": "139",
-    "DAIRY_BASED_DRINK": "140",
-    "DAIRY_BASED_ICE_CREAM": "141",
-    "DEEP_FRYER": "142",
-    "DEHUMIDIFIER": "143",
-    "DESK": "144",
-    "DIETARY_SUPPLEMENTS": "145",
-    "DIGITAL_DEVICE_3": "146",
-    "DINNERWARE": "147",
-    "DISHWARE_BOWL": "148",
-    "DISHWARE_PLACE_SETTING": "149",
-    "DISHWARE_PLATE": "150",
-    "DISHWASHER": "151",
-    "DISHWASHER_DETERGENT": "152",
-    "DOORSTOP": "153",
-    "DRESSER": "154",
-    "DRILL": "155",
-    "DRILL_BITS": "156",
-    "DRINKING_CUP": "157",
-    "DRINKING_STRAW": "158",
-    "DRINK_COASTER": "159",
-    "DRINK_FLAVORED": "160",
-    "DRYING_RACK": "161",
-    "DUTCH_OVENS": "162",
-    "EARMUFF": "163",
-    "EARPLUG": "164",
-    "EARRING": "165",
-    "EDIBLE_OIL_VEGETABLE": "166",
-    "EDUCATIONAL_SUPPLIES": "167",
-    "ELECTRIC_FAN": "168",
-    "ELECTRIC_WATER_BOILER": "169",
-    "ELECTROMECHANICAL_GAUGE": "170",
-    "ELECTRONIC_ADAPTER": "171",
-    "ELECTRONIC_CABLE": "172",
-    "ELECTRONIC_DEVICE_DOCKING_STATION": "173",
-    "ELECTRONIC_SWITCH": "174",
-    "ENVELOPE": "175",
-    "ESSENTIAL_OIL": "176",
-    "EXERCISE_BAND": "177",
-    "EXERCISE_MAT": "178",
-    "EYEBROW_COLOR": "179",
-    "EYELID_COLOR": "180",
-    "EYEWEAR": "181",
-    "FACE_SHAPING_MAKEUP": "182",
-    "FACIAL_TISSUE": "183",
-    "FASHIONEARRING": "184",
-    "FASHIONNECKLACEBRACELETANKLET": "185",
-    "FASHIONOTHER": "186",
-    "FASHIONRING": "187",
-    "FASTENER_DRIVE_BIT": "188",
-    "FAUCET": "189",
-    "FIGURINE": "190",
-    "FILE_FOLDER": "191",
-    "FINEEARRING": "192",
-    "FINENECKLACEBRACELETANKLET": "193",
-    "FINEOTHER": "194",
-    "FINERING": "195",
-    "FIRST_AID_KIT": "196",
-    "FISH": "197",
-    "FISHING_EQUIPMENT": "198",
-    "FITNESS_BENCH": "199",
-    "FLASH_DRIVE": "200",
-    "FLASH_MEMORY": "201",
-    "FLATWARE": "202",
-    "FLAT_SCREEN_DISPLAY_MOUNT": "203",
-    "FLAT_SHEET": "204",
-    "FLAVORED_DRINK_CONCENTRATE": "205",
-    "FLOUR": "206",
-    "FOOD_BLENDER": "207",
-    "FOOD_DEHYDRATOR": "208",
-    "FOOD_MIXER": "209",
-    "FOOD_PREPARATION_MOLD": "210",
-    "FOOD_PROCESSOR": "211",
-    "FOOD_SERVICE_SUPPLY": "212",
-    "FOOD_SLICER": "213",
-    "FOOD_STORAGE_BAG": "214",
-    "FOUNTAIN": "215",
-    "FREESTANDING_SHELTER": "216",
-    "FRUIT": "217",
-    "FRUIT_SNACK": "218",
-    "FUEL_PUMP": "219",
-    "FURNITURE": "220",
-    "FURNITURE_COVER": "221",
-    "FURNITURE_LINER": "222",
-    "GAME_DICE": "223",
-    "GARLIC_PRESS": "224",
-    "GOLF_CLUB": "225",
-    "GOLF_CLUB_BAG": "226",
-    "GPS_OR_NAVIGATION_ACCESSORY": "227",
-    "GPS_OR_NAVIGATION_SYSTEM": "228",
-    "GROCERY": "229",
-    "GUITARS": "230",
-    "HAIR_BRUSH": "231",
-    "HAIR_CLEANER_CONDITIONER": "232",
-    "HAIR_COLORING_AGENT": "233",
-    "HAIR_COMB": "234",
-    "HAIR_IRON": "235",
-    "HAIR_REMOVAL_AGENT": "236",
-    "HAIR_STYLING_AGENT": "237",
-    "HANDBAG": "238",
-    "HARDWARE": "239",
-    "HARDWARE_CLAMP_VISE": "240",
-    "HARDWARE_HANDLE": "241",
-    "HARDWARE_HINGE": "242",
-    "HARDWARE_TUBING": "243",
-    "HAT": "244",
-    "HEADBOARD": "245",
-    "HEADPHONES": "246",
-    "HEALTH_PERSONAL_CARE": "247",
-    "HERB": "248",
-    "HERBAL_SUPPLEMENT": "249",
-    "HOME": "250",
-    "HOME_BED_AND_BATH": "251",
-    "HOME_FURNITURE_AND_DECOR": "252",
-    "HOME_LIGHTING_ACCESSORY": "253",
-    "HOME_LIGHTING_AND_LAMPS": "254",
-    "HOME_MIRROR": "255",
-    "HOME_ORGANIZERS_AND_STORAGE": "256",
-    "HONEY": "257",
-    "HUMIDIFIER": "258",
-    "ICE_CHEST": "259",
-    "ICE_CUBE_TRAY": "260",
-    "INCENSE": "261",
-    "INFANT_TODDLER_CAR_SEAT": "262",
-    "INKJET_PRINTER_INK": "263",
-    "INK_OR_TONER": "264",
-    "INPUT_MOUSE": "265",
-    "INPUT_PEN": "266",
-    "INSTRUMENT_PARTS_AND_ACCESSORIES": "267",
-    "JANITORIAL_SUPPLY": "268",
-    "JAR": "269",
-    "JERKY": "270",
-    "JEWELRY": "271",
-    "JEWELRY_SET": "272",
-    "JEWELRY_STORAGE": "273",
-    "JUICER": "274",
-    "JUICE_AND_JUICE_DRINK": "275",
-    "KEYBOARDS": "276",
-    "KICK_SCOOTER": "277",
-    "KITCHEN": "278",
-    "KITCHEN_KNIFE": "279",
-    "KITCHEN_TOOLS": "280",
-    "KNIFE_BLOCK_SET": "281",
-    "LABEL": "282",
-    "LAB_SUPPLY": "283",
-    "LADDER": "284",
-    "LAMP": "285",
-    "LANDLINE_PHONE": "286",
-    "LAUNDRY_APPLIANCE": "287",
-    "LAUNDRY_DETERGENT": "288",
-    "LAUNDRY_HAMPER": "289",
-    "LEAVENING_AGENT": "290",
-    "LEGUME": "291",
-    "LEHENGA_CHOLI_SET": "292",
-    "LEOTARD": "293",
-    "LICENSE_PLATE_ATTACHMENT": "294",
-    "LIGHT_BULB": "295",
-    "LIGHT_FIXTURE": "296",
-    "LIGHT_SOURCE": "297",
-    "LIP_BALM": "298",
-    "LIP_COLOR": "299",
-    "LITTER_BOX": "300",
-    "LOCK": "301",
-    "LUGGAGE": "302",
-    "MAJOR_HOME_APPLIANCES": "303",
-    "MANUAL_SHAVING_RAZOR": "304",
-    "MARKING_PEN": "305",
-    "MASCARA": "306",
-    "MASSAGER": "307",
-    "MASSAGE_STICK": "308",
-    "MATTRESS": "309",
-    "MEAL_HOLDER": "310",
-    "MEAT": "311",
-    "MECHANICAL_COMPONENTS": "312",
-    "MECHANICAL_LIGHTER": "313",
-    "MEDIA_STORAGE": "314",
-    "MEDICATION": "315",
-    "MEMORY_READER": "316",
-    "MICROPHONE": "317",
-    "MICROSCOPES": "318",
-    "MICROWAVE_OVEN": "319",
-    "MILK_SUBSTITUTE": "320",
-    "MINERAL_SUPPLEMENT": "321",
-    "MONITOR": "322",
-    "MOUSE_PAD": "323",
-    "MOUTHWASH": "324",
-    "MULTIPORT_HUB": "325",
-    "MULTITOOL": "326",
-    "MUSCLE_ROLLER": "327",
-    "NAIL_POLISH": "328",
-    "NECKLACE": "329",
-    "NECKTIE": "330",
-    "NETWORKING_DEVICE": "331",
-    "NETWORKING_ROUTER": "332",
-    "NETWORK_INTERFACE_CONTROLLER_ADAPTER": "333",
-    "NON_DAIRY_CREAM": "334",
-    "NON_RIDING_TOY_VEHICLE": "335",
-    "NOODLE": "336",
-    "NOTEBOOK_COMPUTER": "337",
-    "NUTRITIONAL_SUPPLEMENT": "338",
-    "NUTS": "339",
-    "NUT_BUTTER": "340",
-    "OFFICE_ELECTRONICS": "341",
-    "OFFICE_PRODUCTS": "342",
-    "ORTHOPEDIC_BRACE": "343",
-    "OTC_MEDICATION": "344",
-    "OTTOMAN": "345",
-    "OUTBUILDING": "346",
-    "OUTDOOR_LIVING": "347",
-    "OUTDOOR_RECREATION_PRODUCT": "348",
-    "OVERALLS": "349",
-    "PACIFIER": "350",
-    "PACKAGED_SOUP_AND_STEW": "351",
-    "PANTRY": "352",
-    "PAPER_PRODUCT": "353",
-    "PAPER_TOWEL_HOLDER": "354",
-    "PASTRY": "355",
-    "PERCUSSION_INSTRUMENTS": "356",
-    "PERSONAL_CARE_APPLIANCE": "357",
-    "PERSONAL_COMPUTER": "358",
-    "PERSONAL_PILL_DISPENSER": "359",
-    "PET_APPAREL": "360",
-    "PET_PEST_CONTROL": "361",
-    "PET_SUPPLIES": "362",
-    "PET_TOY": "363",
-    "PHONE": "364",
-    "PHONE_ACCESSORY": "365",
-    "PICTURE_FRAME": "366",
-    "PILLOW": "367",
-    "PINBOARD": "368",
-    "PITCHER": "369",
-    "PLACEMAT": "370",
-    "PLANTER": "371",
-    "PLIERS": "372",
-    "PLUMBING_FIXTURE": "373",
-    "POPCORN": "374",
-    "PORTABLE_AUDIO": "375",
-    "PORTABLE_AV_DEVICE": "376",
-    "PORTABLE_ELECTRONIC_DEVICE_COVER": "377",
-    "PORTABLE_ELECTRONIC_DEVICE_MOUNT": "378",
-    "PORTABLE_ELECTRONIC_DEVICE_STAND": "379",
-    "PORTABLE_STOVE": "380",
-    "PORTABLE_TOOL_BOX": "381",
-    "POT_HOLDER": "382",
-    "POULTRY": "383",
-    "POWERSPORTS_VEHICLE_PART": "384",
-    "POWER_BANK": "385",
-    "POWER_CONVERTER": "386",
-    "POWER_STRIP": "387",
-    "POWER_SUPPLIES_OR_PROTECTION": "388",
-    "PRESSURE_COOKER": "389",
-    "PRETZEL": "390",
-    "PRINTER": "391",
-    "PRINT_COPY_PAPER": "392",
-    "PROFESSIONAL_HEALTHCARE": "393",
+    "DAIRY_BASED_BUTTER": "136",
+    "DAIRY_BASED_CHEESE": "137",
+    "DAIRY_BASED_CREAM": "138",
+    "DAIRY_BASED_DRINK": "139",
+    "DAIRY_BASED_ICE_CREAM": "140",
+    "DEEP_FRYER": "141",
+    "DEHUMIDIFIER": "142",
+    "DESK": "143",
+    "DIETARY_SUPPLEMENTS": "144",
+    "DIGITAL_DEVICE_3": "145",
+    "DINNERWARE": "146",
+    "DISHWARE_BOWL": "147",
+    "DISHWARE_PLACE_SETTING": "148",
+    "DISHWARE_PLATE": "149",
+    "DISHWASHER": "150",
+    "DISHWASHER_DETERGENT": "151",
+    "DOORSTOP": "152",
+    "DRESSER": "153",
+    "DRILL": "154",
+    "DRILL_BITS": "155",
+    "DRINKING_CUP": "156",
+    "DRINKING_STRAW": "157",
+    "DRINK_COASTER": "158",
+    "DRINK_FLAVORED": "159",
+    "DRYING_RACK": "160",
+    "DUTCH_OVENS": "161",
+    "EARMUFF": "162",
+    "EARPLUG": "163",
+    "EARRING": "164",
+    "EDIBLE_OIL_VEGETABLE": "165",
+    "EDUCATIONAL_SUPPLIES": "166",
+    "ELECTRIC_FAN": "167",
+    "ELECTRIC_WATER_BOILER": "168",
+    "ELECTROMECHANICAL_GAUGE": "169",
+    "ELECTRONIC_ADAPTER": "170",
+    "ELECTRONIC_CABLE": "171",
+    "ELECTRONIC_DEVICE_DOCKING_STATION": "172",
+    "ELECTRONIC_SWITCH": "173",
+    "ENVELOPE": "174",
+    "ESSENTIAL_OIL": "175",
+    "EXERCISE_BAND": "176",
+    "EXERCISE_MAT": "177",
+    "EYEBROW_COLOR": "178",
+    "EYELID_COLOR": "179",
+    "EYEWEAR": "180",
+    "FACE_SHAPING_MAKEUP": "181",
+    "FACIAL_TISSUE": "182",
+    "FASHIONEARRING": "183",
+    "FASHIONNECKLACEBRACELETANKLET": "184",
+    "FASHIONOTHER": "185",
+    "FASHIONRING": "186",
+    "FASTENER_DRIVE_BIT": "187",
+    "FAUCET": "188",
+    "FIGURINE": "189",
+    "FILE_FOLDER": "190",
+    "FINEEARRING": "191",
+    "FINENECKLACEBRACELETANKLET": "192",
+    "FINEOTHER": "193",
+    "FINERING": "194",
+    "FIRST_AID_KIT": "195",
+    "FISH": "196",
+    "FISHING_EQUIPMENT": "197",
+    "FITNESS_BENCH": "198",
+    "FLASH_DRIVE": "199",
+    "FLASH_MEMORY": "200",
+    "FLATWARE": "201",
+    "FLAT_SCREEN_DISPLAY_MOUNT": "202",
+    "FLAT_SHEET": "203",
+    "FLAVORED_DRINK_CONCENTRATE": "204",
+    "FLOUR": "205",
+    "FOOD_BLENDER": "206",
+    "FOOD_DEHYDRATOR": "207",
+    "FOOD_MIXER": "208",
+    "FOOD_PREPARATION_MOLD": "209",
+    "FOOD_PROCESSOR": "210",
+    "FOOD_SERVICE_SUPPLY": "211",
+    "FOOD_SLICER": "212",
+    "FOOD_STORAGE_BAG": "213",
+    "FOUNTAIN": "214",
+    "FREESTANDING_SHELTER": "215",
+    "FRUIT": "216",
+    "FRUIT_SNACK": "217",
+    "FUEL_PUMP": "218",
+    "FURNITURE": "219",
+    "FURNITURE_COVER": "220",
+    "FURNITURE_LINER": "221",
+    "GAME_DICE": "222",
+    "GARLIC_PRESS": "223",
+    "GOLF_CLUB": "224",
+    "GOLF_CLUB_BAG": "225",
+    "GPS_OR_NAVIGATION_ACCESSORY": "226",
+    "GPS_OR_NAVIGATION_SYSTEM": "227",
+    "GROCERY": "228",
+    "GUITARS": "229",
+    "HAIR_BRUSH": "230",
+    "HAIR_CLEANER_CONDITIONER": "231",
+    "HAIR_COLORING_AGENT": "232",
+    "HAIR_COMB": "233",
+    "HAIR_IRON": "234",
+    "HAIR_REMOVAL_AGENT": "235",
+    "HAIR_STYLING_AGENT": "236",
+    "HANDBAG": "237",
+    "HARDWARE": "238",
+    "HARDWARE_CLAMP_VISE": "239",
+    "HARDWARE_HANDLE": "240",
+    "HARDWARE_HINGE": "241",
+    "HARDWARE_TUBING": "242",
+    "HAT": "243",
+    "HEADBOARD": "244",
+    "HEADPHONES": "245",
+    "HEALTH_PERSONAL_CARE": "246",
+    "HERB": "247",
+    "HERBAL_SUPPLEMENT": "248",
+    "HOME": "249",
+    "HOME_BED_AND_BATH": "250",
+    "HOME_FURNITURE_AND_DECOR": "251",
+    "HOME_LIGHTING_ACCESSORY": "252",
+    "HOME_LIGHTING_AND_LAMPS": "253",
+    "HOME_MIRROR": "254",
+    "HOME_ORGANIZERS_AND_STORAGE": "255",
+    "HONEY": "256",
+    "HUMIDIFIER": "257",
+    "ICE_CHEST": "258",
+    "ICE_CUBE_TRAY": "259",
+    "INCENSE": "260",
+    "INFANT_TODDLER_CAR_SEAT": "261",
+    "INKJET_PRINTER_INK": "262",
+    "INK_OR_TONER": "263",
+    "INPUT_MOUSE": "264",
+    "INPUT_PEN": "265",
+    "INSTRUMENT_PARTS_AND_ACCESSORIES": "266",
+    "JANITORIAL_SUPPLY": "267",
+    "JAR": "268",
+    "JERKY": "269",
+    "JEWELRY": "270",
+    "JEWELRY_SET": "271",
+    "JEWELRY_STORAGE": "272",
+    "JUICER": "273",
+    "JUICE_AND_JUICE_DRINK": "274",
+    "KEYBOARDS": "275",
+    "KICK_SCOOTER": "276",
+    "KITCHEN": "277",
+    "KITCHEN_KNIFE": "278",
+    "KITCHEN_TOOLS": "279",
+    "KNIFE_BLOCK_SET": "280",
+    "LABEL": "281",
+    "LAB_SUPPLY": "282",
+    "LADDER": "283",
+    "LAMP": "284",
+    "LANDLINE_PHONE": "285",
+    "LAUNDRY_APPLIANCE": "286",
+    "LAUNDRY_DETERGENT": "287",
+    "LAUNDRY_HAMPER": "288",
+    "LEAVENING_AGENT": "289",
+    "LEGUME": "290",
+    "LEHENGA_CHOLI_SET": "291",
+    "LEOTARD": "292",
+    "LICENSE_PLATE_ATTACHMENT": "293",
+    "LIGHT_BULB": "294",
+    "LIGHT_FIXTURE": "295",
+    "LIGHT_SOURCE": "296",
+    "LIP_BALM": "297",
+    "LIP_COLOR": "298",
+    "LITTER_BOX": "299",
+    "LOCK": "300",
+    "LUGGAGE": "301",
+    "MAJOR_HOME_APPLIANCES": "302",
+    "MANUAL_SHAVING_RAZOR": "303",
+    "MARKING_PEN": "304",
+    "MASCARA": "305",
+    "MASSAGER": "306",
+    "MASSAGE_STICK": "307",
+    "MATTRESS": "308",
+    "MEAL_HOLDER": "309",
+    "MEAT": "310",
+    "MECHANICAL_COMPONENTS": "311",
+    "MECHANICAL_LIGHTER": "312",
+    "MEDIA_STORAGE": "313",
+    "MEDICATION": "314",
+    "MEMORY_READER": "315",
+    "MICROPHONE": "316",
+    "MICROSCOPES": "317",
+    "MICROWAVE_OVEN": "318",
+    "MILK_SUBSTITUTE": "319",
+    "MINERAL_SUPPLEMENT": "320",
+    "MONITOR": "321",
+    "MOUSE_PAD": "322",
+    "MOUTHWASH": "323",
+    "MULTIPORT_HUB": "324",
+    "MULTITOOL": "325",
+    "MUSCLE_ROLLER": "326",
+    "NAIL_POLISH": "327",
+    "NECKLACE": "328",
+    "NECKTIE": "329",
+    "NETWORKING_DEVICE": "330",
+    "NETWORKING_ROUTER": "331",
+    "NETWORK_INTERFACE_CONTROLLER_ADAPTER": "332",
+    "NON_DAIRY_CREAM": "333",
+    "NON_RIDING_TOY_VEHICLE": "334",
+    "NOODLE": "335",
+    "NOTEBOOK_COMPUTER": "336",
+    "NUTRITIONAL_SUPPLEMENT": "337",
+    "NUTS": "338",
+    "NUT_BUTTER": "339",
+    "OFFICE_ELECTRONICS": "340",
+    "OFFICE_PRODUCTS": "341",
+    "ORTHOPEDIC_BRACE": "342",
+    "OTC_MEDICATION": "343",
+    "OTTOMAN": "344",
+    "OUTBUILDING": "345",
+    "OUTDOOR_LIVING": "346",
+    "OUTDOOR_RECREATION_PRODUCT": "347",
+    "OVERALLS": "348",
+    "PACIFIER": "349",
+    "PACKAGED_SOUP_AND_STEW": "350",
+    "PANTRY": "351",
+    "PAPER_PRODUCT": "352",
+    "PAPER_TOWEL_HOLDER": "353",
+    "PASTRY": "354",
+    "PERCUSSION_INSTRUMENTS": "355",
+    "PERSONAL_CARE_APPLIANCE": "356",
+    "PERSONAL_COMPUTER": "357",
+    "PERSONAL_PILL_DISPENSER": "358",
+    "PET_APPAREL": "359",
+    "PET_PEST_CONTROL": "360",
+    "PET_SUPPLIES": "361",
+    "PET_TOY": "362",
+    "PHONE": "363",
+    "PHONE_ACCESSORY": "364",
+    "PICTURE_FRAME": "365",
+    "PILLOW": "366",
+    "PINBOARD": "367",
+    "PITCHER": "368",
+    "PLACEMAT": "369",
+    "PLANTER": "370",
+    "PLIERS": "371",
+    "PLUMBING_FIXTURE": "372",
+    "POPCORN": "373",
+    "PORTABLE_AUDIO": "374",
+    "PORTABLE_AV_DEVICE": "375",
+    "PORTABLE_ELECTRONIC_DEVICE_COVER": "376",
+    "PORTABLE_ELECTRONIC_DEVICE_MOUNT": "377",
+    "PORTABLE_ELECTRONIC_DEVICE_STAND": "378",
+    "PORTABLE_STOVE": "379",
+    "PORTABLE_TOOL_BOX": "380",
+    "POT_HOLDER": "381",
+    "POULTRY": "382",
+    "POWERSPORTS_VEHICLE_PART": "383",
+    "POWER_BANK": "384",
+    "POWER_CONVERTER": "385",
+    "POWER_STRIP": "386",
+    "POWER_SUPPLIES_OR_PROTECTION": "387",
+    "PRESSURE_COOKER": "388",
+    "PRETZEL": "389",
+    "PRINTER": "390",
+    "PRINT_COPY_PAPER": "391",
+    "PROFESSIONAL_HEALTHCARE": "392",
+    "PROTEIN_DRINK": "393",
     "PROTEIN_SUPPLEMENT_POWDER": "394",
     "PUMP_DISPENSER": "395",
     "PUNCHING_BAG": "396",
@@ -988,162 +989,163 @@
     "RICE_MIX": "406",
     "RING": "407",
     "ROASTING_PAN": "408",
-    "ROOM_DIVIDER": "409",
-    "ROWING_MACHINE": "410",
-    "RUG": "411",
-    "RUG_PAD": "412",
-    "SAFE": "413",
-    "SAFETY_GLASSES": "414",
-    "SAFETY_SUPPLY": "415",
-    "SALAD_DRESSING": "416",
-    "SANDAL": "417",
-    "SAUCE": "418",
-    "SAUTE_FRY_PAN": "419",
-    "SAW_BLADE": "420",
-    "SCANNER": "421",
-    "SCISSORS": "422",
-    "SCREEN_PROTECTOR": "423",
-    "SCREWDRIVER": "424",
-    "SCULPTURE": "425",
-    "SEALS": "426",
-    "SECURITY_CAMERA": "427",
-    "SECURITY_ELECTRONICS": "428",
-    "SELF_STICK_NOTE": "429",
-    "SHAMPOO": "430",
-    "SHEET_PAN": "431",
-    "SHELF": "432",
-    "SHELLFISH": "433",
-    "SHIPPING_BOX": "434",
-    "SHOES": "435",
-    "SHOE_INSERT": "436",
-    "SHOVEL_SPADE": "437",
-    "SHOWERHEAD": "438",
-    "SKATEBOARD": "439",
-    "SKIN_CLEANING_AGENT": "440",
-    "SKIN_CLEANING_WIPE": "441",
-    "SKIN_EXFOLIANT": "442",
-    "SKIN_FOUNDATION_CONCEALER": "443",
-    "SKIN_MOISTURIZER": "444",
-    "SKIN_TREATMENT_MASK": "445",
-    "SLEEPING_BAG": "446",
-    "SLEEP_MASK": "447",
-    "SLOW_COOKER": "448",
-    "SMALL_HOME_APPLIANCES": "449",
-    "SNACK_CHIP_AND_CRISP": "450",
-    "SNACK_FOOD_BAR": "451",
-    "SNACK_MIX": "452",
-    "SOFA": "453",
-    "SOUND_AND_RECORDING_EQUIPMENT": "454",
-    "SOUS_VIDE_MACHINE": "455",
-    "SPEAKERS": "456",
-    "SPIRITS": "457",
-    "SPORTING_GOODS": "458",
-    "SPORT_RACKET": "459",
-    "SPORT_TABLE_GAME": "460",
-    "STAPLER": "461",
-    "STATIONARY_BICYCLE": "462",
-    "STEERING_WHEEL_COVER": "463",
-    "STICKER_DECAL": "464",
-    "STOOL_SEATING": "465",
-    "STORAGE_BAG": "466",
-    "STORAGE_BINDER": "467",
-    "STORAGE_BOX": "468",
-    "STORAGE_DRAWER": "469",
-    "STORAGE_HOOK": "470",
-    "STORAGE_RACK": "471",
-    "STRINGED_INSTRUMENTS": "472",
-    "STRING_LIGHT": "473",
-    "STROLLER": "474",
-    "SUGAR": "475",
-    "SUGAR_CANDY": "476",
-    "SUGAR_SUBSTITUTE": "477",
-    "SUITCASE": "478",
-    "SUNGLASSES": "479",
-    "SUNSCREEN": "480",
-    "SURVEILANCE_SYSTEMS": "481",
-    "SWATCH": "482",
-    "SWEATBAND": "483",
-    "SWING": "484",
-    "SYSTEM_POWER_DEVICE": "485",
-    "TABLE": "486",
-    "TABLETOP_GAME": "487",
-    "TEA": "488",
-    "TEACHING_EQUIPMENT": "489",
-    "TECHNICAL_SPORT_SHOE": "490",
-    "TELESCOPE": "491",
-    "TELEVISION": "492",
-    "TENT": "493",
-    "TERMINAL_BLOCK": "494",
-    "THERMOMETER": "495",
-    "THERMOPLASTIC_FILAMENT": "496",
-    "THERMOS": "497",
-    "THICKENING_AGENT": "498",
-    "TIMER": "499",
-    "TOASTER": "500",
-    "TOILET_PAPER_HOLDER": "501",
-    "TOILET_SEAT": "502",
-    "TOOLS": "503",
-    "TOOTHBRUSH": "504",
-    "TOOTHBRUSH_HOLDER": "505",
-    "TOOTH_CLEANING_AGENT": "506",
-    "TOTE_BAG": "507",
-    "TOWEL_HOLDER": "508",
-    "TOYS_AND_GAMES": "509",
-    "TOY_BUILDING_BLOCK": "510",
-    "TOY_FIGURE": "511",
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