diff --git a/README.md b/README.md
index 0386341f..84de5949 100644
--- a/README.md
+++ b/README.md
@@ -46,15 +46,15 @@
 ## 🥳 What's New [⏏️](#📄-table-of-contents)
 
 - May. 2024:
-  - Support [YOLOv10](https://github.com/THU-MIG/yolov10) model.
+  - ✨✨✨ Support [YOLOv8-World](https://docs.ultralytics.com/models/yolo-world), [YOLOv8-oiv7](https://docs.ultralytics.com/models/yolov8), [YOLOv10](https://github.com/THU-MIG/yolov10) model.
   - 🤗 Release the latest version [2.3.6](https://github.com/CVHub520/X-AnyLabeling/releases/tag/v2.3.6) 🤗
+  - Add feature to display confidence score.
 - Mar. 2024:
   - Release version [2.3.5](https://github.com/CVHub520/X-AnyLabeling/releases/tag/v2.3.5).
 - Feb. 2024:
   - Release version [2.3.4](https://github.com/CVHub520/X-AnyLabeling/releases/tag/v2.3.4).
   - Enable label display feature.
   - Release version [2.3.3](https://github.com/CVHub520/X-AnyLabeling/releases/tag/v2.3.3).
-  - ✨✨✨ Support [YOLO-World](https://github.com/AILab-CVC/YOLO-World) model.
   - Release version [2.3.2](https://github.com/CVHub520/X-AnyLabeling/releases/tag/v2.3.2).
   - Support [YOLOv9](https://github.com/WongKinYiu/yolov9) model.
   - Support the conversion from a horizontal bounding box to a rotated bounding box.
diff --git a/README_zh-CN.md b/README_zh-CN.md
index ef0452cf..bbe57963 100644
--- a/README_zh-CN.md
+++ b/README_zh-CN.md
@@ -45,8 +45,9 @@
 ## 🥳 新功能 [⏏️](#📄-目录)
 
 - 2024年5月：
-  - 支持[YOLOv10](https://github.com/THU-MIG/yolov10)模型.
+  - ✨✨✨ 支持[YOLOv8-World](https://docs.ultralytics.com/models/yolo-world), [YOLOv8-oiv7](https://docs.ultralytics.com/models/yolov8), [YOLOv10](https://github.com/THU-MIG/yolov10)模型。
   - 🤗 发布[2.3.6](https://github.com/CVHub520/X-AnyLabeling/releases/tag/v2.3.6)最新版本 🤗
+  - 支持显示模型预测得分。
 - 2024年3月：
   - 发布[2.3.5](https://github.com/CVHub520/X-AnyLabeling/releases/tag/v2.3.5)版本。
 - 2024年2月：
diff --git a/anylabeling/configs/auto_labeling/models.yaml b/anylabeling/configs/auto_labeling/models.yaml
index 82182fb1..c8eaf4ef 100644
--- a/anylabeling/configs/auto_labeling/models.yaml
+++ b/anylabeling/configs/auto_labeling/models.yaml
@@ -138,18 +138,30 @@
   config_file: ":/yolov6x_mbla.yaml"
 - model_name: "yolov7-r20230520"
   config_file: ":/yolov7.yaml"
+- model_name: "yolov8l-oiv7-r20240529"
+  config_file: ":/yolov8l_oiv7.yaml"
 - model_name: "yolov8l-seg-r20230620"
   config_file: ":/yolov8l_seg.yaml"
+- model_name: "yolov8l-worldv2-cc3m-r20240529"
+  config_file: ":/yolov8l_worldv2_cc3m.yaml"
+- model_name: "yolov8l-worldv2-r20240529"
+  config_file: ":/yolov8l_worldv2.yaml"
 - model_name: "yolov8l-r20230520"
   config_file: ":/yolov8l.yaml"
 - model_name: "yolov8m_ocsort-r20231020"
   config_file: ":/yolov8m_ocsort.yaml"
+- model_name: "yolov8m-oiv7-r20240529"
+  config_file: ":/yolov8m_oiv7.yaml"
 - model_name: "yolov8m-seg-r20230620"
   config_file: ":/yolov8m_seg.yaml"
+- model_name: "yolov8m-worldv2-r20240529"
+  config_file: ":/yolov8m_worldv2.yaml"
 - model_name: "yolov8m-r20230520"
   config_file: ":/yolov8m.yaml"
 - model_name: "yolov8n_efficientvit_sam_l0_vit_h-r20231020"
   config_file: ":/yolov8n_efficientvit_sam_l0_vit_h.yaml"
+- model_name: "yolov8n-oiv7-r20240529"
+  config_file: ":/yolov8n_oiv7.yaml"
 - model_name: "yolov8n-pose-r20231103"
   config_file: ":/yolov8n_pose.yaml"
 - model_name: "yolov8n-seg-r20230620"
@@ -160,18 +172,28 @@
   config_file: ":/yolov8s_cls.yaml"
 - model_name: "yolov8s-obb-r20240111"
   config_file: ":/yolov8s_obb.yaml"
+- model_name: "yolov8s-oiv7-r20240529"
+  config_file: ":/yolov8s_oiv7.yaml"
 - model_name: "yolov8s_sahi-r20231008"
   config_file: ":/yolov8s_sahi.yaml"
 - model_name: "yolov8s-seg-r20230620"
   config_file: ":/yolov8s_seg.yaml"
+- model_name: "yolov8s-worldv2-r20240529"
+  config_file: ":/yolov8s_worldv2.yaml"
 - model_name: "yolov8s-r20230520"
   config_file: ":/yolov8s.yaml"
+- model_name: "yolov8x-oiv7-r20240529"
+  config_file: ":/yolov8x_oiv7.yaml"
 - model_name: "yolov8x-pose-p6-r20231103"
   config_file: ":/yolov8x_pose_p6.yaml"
 - model_name: "yolov8x-seg-r20230620"
   config_file: ":/yolov8x_seg.yaml"
+- model_name: "yolov8x-worldv2-r20240529"
+  config_file: ":/yolov8x_worldv2.yaml"
 - model_name: "yolov8x-r20230520"
   config_file: ":/yolov8x.yaml"
+- model_name: "yolov8x6-oiv7-r20240529"
+  config_file: ":/yolov8x6_oiv7.yaml"
 - model_name: "yolov9-gelan-c-r20240224"
   config_file: ":/yolov9_gelan_c.yaml"
 - model_name: "yolov9-gelan-e-r20240224"
@@ -192,8 +214,6 @@
   config_file: ":/yolov10s.yaml"
 - model_name: "yolov10x-r20240525"
   config_file: ":/yolov10x.yaml"
-- model_name: "yolow_l-r20240227"
-  config_file: ":/yolow_l.yaml"
 - model_name: "yolox_l_dwpose_ucoco-r20230820"
   config_file: ":/yolox_l_dwpose_ucoco.yaml"
 - model_name: "yolox_s-r20230520"
diff --git a/anylabeling/configs/auto_labeling/yolov8l_oiv7.yaml b/anylabeling/configs/auto_labeling/yolov8l_oiv7.yaml
new file mode 100644
index 00000000..cee7c419
--- /dev/null
+++ b/anylabeling/configs/auto_labeling/yolov8l_oiv7.yaml
@@ -0,0 +1,608 @@
+type: yolov8
+name: yolov8l-oiv7-r20240529
+display_name: YOLOv8ml (OpenImageV7) Ultralytics
+model_path: https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8l-oiv7.onnx
+nms_threshold: 0.45
+confidence_threshold: 0.25
+classes:
+  0: Accordion
+  1: Adhesive tape
+  2: Aircraft
+  3: Airplane
+  4: Alarm clock
+  5: Alpaca
+  6: Ambulance
+  7: Animal
+  8: Ant
+  9: Antelope
+  10: Apple
+  11: Armadillo
+  12: Artichoke
+  13: Auto part
+  14: Axe
+  15: Backpack
+  16: Bagel
+  17: Baked goods
+  18: Balance beam
+  19: Ball
+  20: Balloon
+  21: Banana
+  22: Band-aid
+  23: Banjo
+  24: Barge
+  25: Barrel
+  26: Baseball bat
+  27: Baseball glove
+  28: Bat (Animal)
+  29: Bathroom accessory
+  30: Bathroom cabinet
+  31: Bathtub
+  32: Beaker
+  33: Bear
+  34: Bed
+  35: Bee
+  36: Beehive
+  37: Beer
+  38: Beetle
+  39: Bell pepper
+  40: Belt
+  41: Bench
+  42: Bicycle
+  43: Bicycle helmet
+  44: Bicycle wheel
+  45: Bidet
+  46: Billboard
+  47: Billiard table
+  48: Binoculars
+  49: Bird
+  50: Blender
+  51: Blue jay
+  52: Boat
+  53: Bomb
+  54: Book
+  55: Bookcase
+  56: Boot
+  57: Bottle
+  58: Bottle opener
+  59: Bow and arrow
+  60: Bowl
+  61: Bowling equipment
+  62: Box
+  63: Boy
+  64: Brassiere
+  65: Bread
+  66: Briefcase
+  67: Broccoli
+  68: Bronze sculpture
+  69: Brown bear
+  70: Building
+  71: Bull
+  72: Burrito
+  73: Bus
+  74: Bust
+  75: Butterfly
+  76: Cabbage
+  77: Cabinetry
+  78: Cake
+  79: Cake stand
+  80: Calculator
+  81: Camel
+  82: Camera
+  83: Can opener
+  84: Canary
+  85: Candle
+  86: Candy
+  87: Cannon
+  88: Canoe
+  89: Cantaloupe
+  90: Car
+  91: Carnivore
+  92: Carrot
+  93: Cart
+  94: Cassette deck
+  95: Castle
+  96: Cat
+  97: Cat furniture
+  98: Caterpillar
+  99: Cattle
+  100: Ceiling fan
+  101: Cello
+  102: Centipede
+  103: Chainsaw
+  104: Chair
+  105: Cheese
+  106: Cheetah
+  107: Chest of drawers
+  108: Chicken
+  109: Chime
+  110: Chisel
+  111: Chopsticks
+  112: Christmas tree
+  113: Clock
+  114: Closet
+  115: Clothing
+  116: Coat
+  117: Cocktail
+  118: Cocktail shaker
+  119: Coconut
+  120: Coffee
+  121: Coffee cup
+  122: Coffee table
+  123: Coffeemaker
+  124: Coin
+  125: Common fig
+  126: Common sunflower
+  127: Computer keyboard
+  128: Computer monitor
+  129: Computer mouse
+  130: Container
+  131: Convenience store
+  132: Cookie
+  133: Cooking spray
+  134: Corded phone
+  135: Cosmetics
+  136: Couch
+  137: Countertop
+  138: Cowboy hat
+  139: Crab
+  140: Cream
+  141: Cricket ball
+  142: Crocodile
+  143: Croissant
+  144: Crown
+  145: Crutch
+  146: Cucumber
+  147: Cupboard
+  148: Curtain
+  149: Cutting board
+  150: Dagger
+  151: Dairy Product
+  152: Deer
+  153: Desk
+  154: Dessert
+  155: Diaper
+  156: Dice
+  157: Digital clock
+  158: Dinosaur
+  159: Dishwasher
+  160: Dog
+  161: Dog bed
+  162: Doll
+  163: Dolphin
+  164: Door
+  165: Door handle
+  166: Doughnut
+  167: Dragonfly
+  168: Drawer
+  169: Dress
+  170: Drill (Tool)
+  171: Drink
+  172: Drinking straw
+  173: Drum
+  174: Duck
+  175: Dumbbell
+  176: Eagle
+  177: Earrings
+  178: Egg (Food)
+  179: Elephant
+  180: Envelope
+  181: Eraser
+  182: Face powder
+  183: Facial tissue holder
+  184: Falcon
+  185: Fashion accessory
+  186: Fast food
+  187: Fax
+  188: Fedora
+  189: Filing cabinet
+  190: Fire hydrant
+  191: Fireplace
+  192: Fish
+  193: Flag
+  194: Flashlight
+  195: Flower
+  196: Flowerpot
+  197: Flute
+  198: Flying disc
+  199: Food
+  200: Food processor
+  201: Football
+  202: Football helmet
+  203: Footwear
+  204: Fork
+  205: Fountain
+  206: Fox
+  207: French fries
+  208: French horn
+  209: Frog
+  210: Fruit
+  211: Frying pan
+  212: Furniture
+  213: Garden Asparagus
+  214: Gas stove
+  215: Giraffe
+  216: Girl
+  217: Glasses
+  218: Glove
+  219: Goat
+  220: Goggles
+  221: Goldfish
+  222: Golf ball
+  223: Golf cart
+  224: Gondola
+  225: Goose
+  226: Grape
+  227: Grapefruit
+  228: Grinder
+  229: Guacamole
+  230: Guitar
+  231: Hair dryer
+  232: Hair spray
+  233: Hamburger
+  234: Hammer
+  235: Hamster
+  236: Hand dryer
+  237: Handbag
+  238: Handgun
+  239: Harbor seal
+  240: Harmonica
+  241: Harp
+  242: Harpsichord
+  243: Hat
+  244: Headphones
+  245: Heater
+  246: Hedgehog
+  247: Helicopter
+  248: Helmet
+  249: High heels
+  250: Hiking equipment
+  251: Hippopotamus
+  252: Home appliance
+  253: Honeycomb
+  254: Horizontal bar
+  255: Horse
+  256: Hot dog
+  257: House
+  258: Houseplant
+  259: Human arm
+  260: Human beard
+  261: Human body
+  262: Human ear
+  263: Human eye
+  264: Human face
+  265: Human foot
+  266: Human hair
+  267: Human hand
+  268: Human head
+  269: Human leg
+  270: Human mouth
+  271: Human nose
+  272: Humidifier
+  273: Ice cream
+  274: Indoor rower
+  275: Infant bed
+  276: Insect
+  277: Invertebrate
+  278: Ipod
+  279: Isopod
+  280: Jacket
+  281: Jacuzzi
+  282: Jaguar (Animal)
+  283: Jeans
+  284: Jellyfish
+  285: Jet ski
+  286: Jug
+  287: Juice
+  288: Kangaroo
+  289: Kettle
+  290: Kitchen & dining room table
+  291: Kitchen appliance
+  292: Kitchen knife
+  293: Kitchen utensil
+  294: Kitchenware
+  295: Kite
+  296: Knife
+  297: Koala
+  298: Ladder
+  299: Ladle
+  300: Ladybug
+  301: Lamp
+  302: Land vehicle
+  303: Lantern
+  304: Laptop
+  305: Lavender (Plant)
+  306: Lemon
+  307: Leopard
+  308: Light bulb
+  309: Light switch
+  310: Lighthouse
+  311: Lily
+  312: Limousine
+  313: Lion
+  314: Lipstick
+  315: Lizard
+  316: Lobster
+  317: Loveseat
+  318: Luggage and bags
+  319: Lynx
+  320: Magpie
+  321: Mammal
+  322: Man
+  323: Mango
+  324: Maple
+  325: Maracas
+  326: Marine invertebrates
+  327: Marine mammal
+  328: Measuring cup
+  329: Mechanical fan
+  330: Medical equipment
+  331: Microphone
+  332: Microwave oven
+  333: Milk
+  334: Miniskirt
+  335: Mirror
+  336: Missile
+  337: Mixer
+  338: Mixing bowl
+  339: Mobile phone
+  340: Monkey
+  341: Moths and butterflies
+  342: Motorcycle
+  343: Mouse
+  344: Muffin
+  345: Mug
+  346: Mule
+  347: Mushroom
+  348: Musical instrument
+  349: Musical keyboard
+  350: Nail (Construction)
+  351: Necklace
+  352: Nightstand
+  353: Oboe
+  354: Office building
+  355: Office supplies
+  356: Orange
+  357: Organ (Musical Instrument)
+  358: Ostrich
+  359: Otter
+  360: Oven
+  361: Owl
+  362: Oyster
+  363: Paddle
+  364: Palm tree
+  365: Pancake
+  366: Panda
+  367: Paper cutter
+  368: Paper towel
+  369: Parachute
+  370: Parking meter
+  371: Parrot
+  372: Pasta
+  373: Pastry
+  374: Peach
+  375: Pear
+  376: Pen
+  377: Pencil case
+  378: Pencil sharpener
+  379: Penguin
+  380: Perfume
+  381: Person
+  382: Personal care
+  383: Personal flotation device
+  384: Piano
+  385: Picnic basket
+  386: Picture frame
+  387: Pig
+  388: Pillow
+  389: Pineapple
+  390: Pitcher (Container)
+  391: Pizza
+  392: Pizza cutter
+  393: Plant
+  394: Plastic bag
+  395: Plate
+  396: Platter
+  397: Plumbing fixture
+  398: Polar bear
+  399: Pomegranate
+  400: Popcorn
+  401: Porch
+  402: Porcupine
+  403: Poster
+  404: Potato
+  405: Power plugs and sockets
+  406: Pressure cooker
+  407: Pretzel
+  408: Printer
+  409: Pumpkin
+  410: Punching bag
+  411: Rabbit
+  412: Raccoon
+  413: Racket
+  414: Radish
+  415: Ratchet (Device)
+  416: Raven
+  417: Rays and skates
+  418: Red panda
+  419: Refrigerator
+  420: Remote control
+  421: Reptile
+  422: Rhinoceros
+  423: Rifle
+  424: Ring binder
+  425: Rocket
+  426: Roller skates
+  427: Rose
+  428: Rugby ball
+  429: Ruler
+  430: Salad
+  431: Salt and pepper shakers
+  432: Sandal
+  433: Sandwich
+  434: Saucer
+  435: Saxophone
+  436: Scale
+  437: Scarf
+  438: Scissors
+  439: Scoreboard
+  440: Scorpion
+  441: Screwdriver
+  442: Sculpture
+  443: Sea lion
+  444: Sea turtle
+  445: Seafood
+  446: Seahorse
+  447: Seat belt
+  448: Segway
+  449: Serving tray
+  450: Sewing machine
+  451: Shark
+  452: Sheep
+  453: Shelf
+  454: Shellfish
+  455: Shirt
+  456: Shorts
+  457: Shotgun
+  458: Shower
+  459: Shrimp
+  460: Sink
+  461: Skateboard
+  462: Ski
+  463: Skirt
+  464: Skull
+  465: Skunk
+  466: Skyscraper
+  467: Slow cooker
+  468: Snack
+  469: Snail
+  470: Snake
+  471: Snowboard
+  472: Snowman
+  473: Snowmobile
+  474: Snowplow
+  475: Soap dispenser
+  476: Sock
+  477: Sofa bed
+  478: Sombrero
+  479: Sparrow
+  480: Spatula
+  481: Spice rack
+  482: Spider
+  483: Spoon
+  484: Sports equipment
+  485: Sports uniform
+  486: Squash (Plant)
+  487: Squid
+  488: Squirrel
+  489: Stairs
+  490: Stapler
+  491: Starfish
+  492: Stationary bicycle
+  493: Stethoscope
+  494: Stool
+  495: Stop sign
+  496: Strawberry
+  497: Street light
+  498: Stretcher
+  499: Studio couch
+  500: Submarine
+  501: Submarine sandwich
+  502: Suit
+  503: Suitcase
+  504: Sun hat
+  505: Sunglasses
+  506: Surfboard
+  507: Sushi
+  508: Swan
+  509: Swim cap
+  510: Swimming pool
+  511: Swimwear
+  512: Sword
+  513: Syringe
+  514: Table
+  515: Table tennis racket
+  516: Tablet computer
+  517: Tableware
+  518: Taco
+  519: Tank
+  520: Tap
+  521: Tart
+  522: Taxi
+  523: Tea
+  524: Teapot
+  525: Teddy bear
+  526: Telephone
+  527: Television
+  528: Tennis ball
+  529: Tennis racket
+  530: Tent
+  531: Tiara
+  532: Tick
+  533: Tie
+  534: Tiger
+  535: Tin can
+  536: Tire
+  537: Toaster
+  538: Toilet
+  539: Toilet paper
+  540: Tomato
+  541: Tool
+  542: Toothbrush
+  543: Torch
+  544: Tortoise
+  545: Towel
+  546: Tower
+  547: Toy
+  548: Traffic light
+  549: Traffic sign
+  550: Train
+  551: Training bench
+  552: Treadmill
+  553: Tree
+  554: Tree house
+  555: Tripod
+  556: Trombone
+  557: Trousers
+  558: Truck
+  559: Trumpet
+  560: Turkey
+  561: Turtle
+  562: Umbrella
+  563: Unicycle
+  564: Van
+  565: Vase
+  566: Vegetable
+  567: Vehicle
+  568: Vehicle registration plate
+  569: Violin
+  570: Volleyball (Ball)
+  571: Waffle
+  572: Waffle iron
+  573: Wall clock
+  574: Wardrobe
+  575: Washing machine
+  576: Waste container
+  577: Watch
+  578: Watercraft
+  579: Watermelon
+  580: Weapon
+  581: Whale
+  582: Wheel
+  583: Wheelchair
+  584: Whisk
+  585: Whiteboard
+  586: Willow
+  587: Window
+  588: Window blind
+  589: Wine
+  590: Wine glass
+  591: Wine rack
+  592: Winter melon
+  593: Wok
+  594: Woman
+  595: Wood-burning stove
+  596: Woodpecker
+  597: Worm
+  598: Wrench
+  599: Zebra
+  600: Zucchini
diff --git a/anylabeling/configs/auto_labeling/yolow_l.yaml b/anylabeling/configs/auto_labeling/yolov8l_worldv2.yaml
similarity index 85%
rename from anylabeling/configs/auto_labeling/yolow_l.yaml
rename to anylabeling/configs/auto_labeling/yolov8l_worldv2.yaml
index 8e0223f8..90f13c3b 100644
--- a/anylabeling/configs/auto_labeling/yolow_l.yaml
+++ b/anylabeling/configs/auto_labeling/yolov8l_worldv2.yaml
@@ -1,8 +1,9 @@
-type: yolow
-name: yolow_l-r20240227
-display_name: YOLO-World-L Tencent
-model_path: https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.3/yolow-l.onnx
-confidence_threshold: 0.05
+type: yolov8
+name: yolov8l-worldv2-r20240529
+display_name: YOLOv8l-worldv2 Ultralytics
+model_path: https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8l-worldv2.onnx
+nms_threshold: 0.3
+confidence_threshold: 0.1
 classes:
   - person
   - bicycle
diff --git a/anylabeling/configs/auto_labeling/yolov8l_worldv2_cc3m.yaml b/anylabeling/configs/auto_labeling/yolov8l_worldv2_cc3m.yaml
new file mode 100644
index 00000000..d02fb85e
--- /dev/null
+++ b/anylabeling/configs/auto_labeling/yolov8l_worldv2_cc3m.yaml
@@ -0,0 +1,87 @@
+type: yolov8
+name: yolov8l-worldv2-cc3m-r20240529
+display_name: YOLOv8s-worldv2-cc3m Ultralytics
+model_path: https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8l-worldv2-cc3m.onnx
+nms_threshold: 0.3
+confidence_threshold: 0.1
+classes:
+  - person
+  - bicycle
+  - car
+  - motorcycle
+  - airplane
+  - bus
+  - train
+  - truck
+  - boat
+  - traffic light
+  - fire hydrant
+  - stop sign
+  - parking meter
+  - bench
+  - bird
+  - cat
+  - dog
+  - horse
+  - sheep
+  - cow
+  - elephant
+  - bear
+  - zebra
+  - giraffe
+  - backpack
+  - umbrella
+  - handbag
+  - tie
+  - suitcase
+  - frisbee
+  - skis
+  - snowboard
+  - sports ball
+  - kite
+  - baseball bat
+  - baseball glove
+  - skateboard
+  - surfboard
+  - tennis racket
+  - bottle
+  - wine glass
+  - cup
+  - fork
+  - knife
+  - spoon
+  - bowl
+  - banana
+  - apple
+  - sandwich
+  - orange
+  - broccoli
+  - carrot
+  - hot dog
+  - pizza
+  - donut
+  - cake
+  - chair
+  - couch
+  - potted plant
+  - bed
+  - dining table
+  - toilet
+  - tv
+  - laptop
+  - mouse
+  - remote
+  - keyboard
+  - cell phone
+  - microwave
+  - oven
+  - toaster
+  - sink
+  - refrigerator
+  - book
+  - clock
+  - vase
+  - scissors
+  - teddy bear
+  - hair drier
+  - toothbrush
diff --git a/anylabeling/configs/auto_labeling/yolov8m_oiv7.yaml b/anylabeling/configs/auto_labeling/yolov8m_oiv7.yaml
new file mode 100644
index 00000000..39f30ed9
--- /dev/null
+++ b/anylabeling/configs/auto_labeling/yolov8m_oiv7.yaml
@@ -0,0 +1,608 @@
+type: yolov8
+name: yolov8m-oiv7-r20240529
+display_name: YOLOv8m (OpenImageV7) Ultralytics
+model_path: https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8m-oiv7.onnx
+nms_threshold: 0.45
+confidence_threshold: 0.25
+classes:
+  0: Accordion
+  1: Adhesive tape
+  2: Aircraft
+  3: Airplane
+  4: Alarm clock
+  5: Alpaca
+  6: Ambulance
+  7: Animal
+  8: Ant
+  9: Antelope
+  10: Apple
+  11: Armadillo
+  12: Artichoke
+  13: Auto part
+  14: Axe
+  15: Backpack
+  16: Bagel
+  17: Baked goods
+  18: Balance beam
+  19: Ball
+  20: Balloon
+  21: Banana
+  22: Band-aid
+  23: Banjo
+  24: Barge
+  25: Barrel
+  26: Baseball bat
+  27: Baseball glove
+  28: Bat (Animal)
+  29: Bathroom accessory
+  30: Bathroom cabinet
+  31: Bathtub
+  32: Beaker
+  33: Bear
+  34: Bed
+  35: Bee
+  36: Beehive
+  37: Beer
+  38: Beetle
+  39: Bell pepper
+  40: Belt
+  41: Bench
+  42: Bicycle
+  43: Bicycle helmet
+  44: Bicycle wheel
+  45: Bidet
+  46: Billboard
+  47: Billiard table
+  48: Binoculars
+  49: Bird
+  50: Blender
+  51: Blue jay
+  52: Boat
+  53: Bomb
+  54: Book
+  55: Bookcase
+  56: Boot
+  57: Bottle
+  58: Bottle opener
+  59: Bow and arrow
+  60: Bowl
+  61: Bowling equipment
+  62: Box
+  63: Boy
+  64: Brassiere
+  65: Bread
+  66: Briefcase
+  67: Broccoli
+  68: Bronze sculpture
+  69: Brown bear
+  70: Building
+  71: Bull
+  72: Burrito
+  73: Bus
+  74: Bust
+  75: Butterfly
+  76: Cabbage
+  77: Cabinetry
+  78: Cake
+  79: Cake stand
+  80: Calculator
+  81: Camel
+  82: Camera
+  83: Can opener
+  84: Canary
+  85: Candle
+  86: Candy
+  87: Cannon
+  88: Canoe
+  89: Cantaloupe
+  90: Car
+  91: Carnivore
+  92: Carrot
+  93: Cart
+  94: Cassette deck
+  95: Castle
+  96: Cat
+  97: Cat furniture
+  98: Caterpillar
+  99: Cattle
+  100: Ceiling fan
+  101: Cello
+  102: Centipede
+  103: Chainsaw
+  104: Chair
+  105: Cheese
+  106: Cheetah
+  107: Chest of drawers
+  108: Chicken
+  109: Chime
+  110: Chisel
+  111: Chopsticks
+  112: Christmas tree
+  113: Clock
+  114: Closet
+  115: Clothing
+  116: Coat
+  117: Cocktail
+  118: Cocktail shaker
+  119: Coconut
+  120: Coffee
+  121: Coffee cup
+  122: Coffee table
+  123: Coffeemaker
+  124: Coin
+  125: Common fig
+  126: Common sunflower
+  127: Computer keyboard
+  128: Computer monitor
+  129: Computer mouse
+  130: Container
+  131: Convenience store
+  132: Cookie
+  133: Cooking spray
+  134: Corded phone
+  135: Cosmetics
+  136: Couch
+  137: Countertop
+  138: Cowboy hat
+  139: Crab
+  140: Cream
+  141: Cricket ball
+  142: Crocodile
+  143: Croissant
+  144: Crown
+  145: Crutch
+  146: Cucumber
+  147: Cupboard
+  148: Curtain
+  149: Cutting board
+  150: Dagger
+  151: Dairy Product
+  152: Deer
+  153: Desk
+  154: Dessert
+  155: Diaper
+  156: Dice
+  157: Digital clock
+  158: Dinosaur
+  159: Dishwasher
+  160: Dog
+  161: Dog bed
+  162: Doll
+  163: Dolphin
+  164: Door
+  165: Door handle
+  166: Doughnut
+  167: Dragonfly
+  168: Drawer
+  169: Dress
+  170: Drill (Tool)
+  171: Drink
+  172: Drinking straw
+  173: Drum
+  174: Duck
+  175: Dumbbell
+  176: Eagle
+  177: Earrings
+  178: Egg (Food)
+  179: Elephant
+  180: Envelope
+  181: Eraser
+  182: Face powder
+  183: Facial tissue holder
+  184: Falcon
+  185: Fashion accessory
+  186: Fast food
+  187: Fax
+  188: Fedora
+  189: Filing cabinet
+  190: Fire hydrant
+  191: Fireplace
+  192: Fish
+  193: Flag
+  194: Flashlight
+  195: Flower
+  196: Flowerpot
+  197: Flute
+  198: Flying disc
+  199: Food
+  200: Food processor
+  201: Football
+  202: Football helmet
+  203: Footwear
+  204: Fork
+  205: Fountain
+  206: Fox
+  207: French fries
+  208: French horn
+  209: Frog
+  210: Fruit
+  211: Frying pan
+  212: Furniture
+  213: Garden Asparagus
+  214: Gas stove
+  215: Giraffe
+  216: Girl
+  217: Glasses
+  218: Glove
+  219: Goat
+  220: Goggles
+  221: Goldfish
+  222: Golf ball
+  223: Golf cart
+  224: Gondola
+  225: Goose
+  226: Grape
+  227: Grapefruit
+  228: Grinder
+  229: Guacamole
+  230: Guitar
+  231: Hair dryer
+  232: Hair spray
+  233: Hamburger
+  234: Hammer
+  235: Hamster
+  236: Hand dryer
+  237: Handbag
+  238: Handgun
+  239: Harbor seal
+  240: Harmonica
+  241: Harp
+  242: Harpsichord
+  243: Hat
+  244: Headphones
+  245: Heater
+  246: Hedgehog
+  247: Helicopter
+  248: Helmet
+  249: High heels
+  250: Hiking equipment
+  251: Hippopotamus
+  252: Home appliance
+  253: Honeycomb
+  254: Horizontal bar
+  255: Horse
+  256: Hot dog
+  257: House
+  258: Houseplant
+  259: Human arm
+  260: Human beard
+  261: Human body
+  262: Human ear
+  263: Human eye
+  264: Human face
+  265: Human foot
+  266: Human hair
+  267: Human hand
+  268: Human head
+  269: Human leg
+  270: Human mouth
+  271: Human nose
+  272: Humidifier
+  273: Ice cream
+  274: Indoor rower
+  275: Infant bed
+  276: Insect
+  277: Invertebrate
+  278: Ipod
+  279: Isopod
+  280: Jacket
+  281: Jacuzzi
+  282: Jaguar (Animal)
+  283: Jeans
+  284: Jellyfish
+  285: Jet ski
+  286: Jug
+  287: Juice
+  288: Kangaroo
+  289: Kettle
+  290: Kitchen & dining room table
+  291: Kitchen appliance
+  292: Kitchen knife
+  293: Kitchen utensil
+  294: Kitchenware
+  295: Kite
+  296: Knife
+  297: Koala
+  298: Ladder
+  299: Ladle
+  300: Ladybug
+  301: Lamp
+  302: Land vehicle
+  303: Lantern
+  304: Laptop
+  305: Lavender (Plant)
+  306: Lemon
+  307: Leopard
+  308: Light bulb
+  309: Light switch
+  310: Lighthouse
+  311: Lily
+  312: Limousine
+  313: Lion
+  314: Lipstick
+  315: Lizard
+  316: Lobster
+  317: Loveseat
+  318: Luggage and bags
+  319: Lynx
+  320: Magpie
+  321: Mammal
+  322: Man
+  323: Mango
+  324: Maple
+  325: Maracas
+  326: Marine invertebrates
+  327: Marine mammal
+  328: Measuring cup
+  329: Mechanical fan
+  330: Medical equipment
+  331: Microphone
+  332: Microwave oven
+  333: Milk
+  334: Miniskirt
+  335: Mirror
+  336: Missile
+  337: Mixer
+  338: Mixing bowl
+  339: Mobile phone
+  340: Monkey
+  341: Moths and butterflies
+  342: Motorcycle
+  343: Mouse
+  344: Muffin
+  345: Mug
+  346: Mule
+  347: Mushroom
+  348: Musical instrument
+  349: Musical keyboard
+  350: Nail (Construction)
+  351: Necklace
+  352: Nightstand
+  353: Oboe
+  354: Office building
+  355: Office supplies
+  356: Orange
+  357: Organ (Musical Instrument)
+  358: Ostrich
+  359: Otter
+  360: Oven
+  361: Owl
+  362: Oyster
+  363: Paddle
+  364: Palm tree
+  365: Pancake
+  366: Panda
+  367: Paper cutter
+  368: Paper towel
+  369: Parachute
+  370: Parking meter
+  371: Parrot
+  372: Pasta
+  373: Pastry
+  374: Peach
+  375: Pear
+  376: Pen
+  377: Pencil case
+  378: Pencil sharpener
+  379: Penguin
+  380: Perfume
+  381: Person
+  382: Personal care
+  383: Personal flotation device
+  384: Piano
+  385: Picnic basket
+  386: Picture frame
+  387: Pig
+  388: Pillow
+  389: Pineapple
+  390: Pitcher (Container)
+  391: Pizza
+  392: Pizza cutter
+  393: Plant
+  394: Plastic bag
+  395: Plate
+  396: Platter
+  397: Plumbing fixture
+  398: Polar bear
+  399: Pomegranate
+  400: Popcorn
+  401: Porch
+  402: Porcupine
+  403: Poster
+  404: Potato
+  405: Power plugs and sockets
+  406: Pressure cooker
+  407: Pretzel
+  408: Printer
+  409: Pumpkin
+  410: Punching bag
+  411: Rabbit
+  412: Raccoon
+  413: Racket
+  414: Radish
+  415: Ratchet (Device)
+  416: Raven
+  417: Rays and skates
+  418: Red panda
+  419: Refrigerator
+  420: Remote control
+  421: Reptile
+  422: Rhinoceros
+  423: Rifle
+  424: Ring binder
+  425: Rocket
+  426: Roller skates
+  427: Rose
+  428: Rugby ball
+  429: Ruler
+  430: Salad
+  431: Salt and pepper shakers
+  432: Sandal
+  433: Sandwich
+  434: Saucer
+  435: Saxophone
+  436: Scale
+  437: Scarf
+  438: Scissors
+  439: Scoreboard
+  440: Scorpion
+  441: Screwdriver
+  442: Sculpture
+  443: Sea lion
+  444: Sea turtle
+  445: Seafood
+  446: Seahorse
+  447: Seat belt
+  448: Segway
+  449: Serving tray
+  450: Sewing machine
+  451: Shark
+  452: Sheep
+  453: Shelf
+  454: Shellfish
+  455: Shirt
+  456: Shorts
+  457: Shotgun
+  458: Shower
+  459: Shrimp
+  460: Sink
+  461: Skateboard
+  462: Ski
+  463: Skirt
+  464: Skull
+  465: Skunk
+  466: Skyscraper
+  467: Slow cooker
+  468: Snack
+  469: Snail
+  470: Snake
+  471: Snowboard
+  472: Snowman
+  473: Snowmobile
+  474: Snowplow
+  475: Soap dispenser
+  476: Sock
+  477: Sofa bed
+  478: Sombrero
+  479: Sparrow
+  480: Spatula
+  481: Spice rack
+  482: Spider
+  483: Spoon
+  484: Sports equipment
+  485: Sports uniform
+  486: Squash (Plant)
+  487: Squid
+  488: Squirrel
+  489: Stairs
+  490: Stapler
+  491: Starfish
+  492: Stationary bicycle
+  493: Stethoscope
+  494: Stool
+  495: Stop sign
+  496: Strawberry
+  497: Street light
+  498: Stretcher
+  499: Studio couch
+  500: Submarine
+  501: Submarine sandwich
+  502: Suit
+  503: Suitcase
+  504: Sun hat
+  505: Sunglasses
+  506: Surfboard
+  507: Sushi
+  508: Swan
+  509: Swim cap
+  510: Swimming pool
+  511: Swimwear
+  512: Sword
+  513: Syringe
+  514: Table
+  515: Table tennis racket
+  516: Tablet computer
+  517: Tableware
+  518: Taco
+  519: Tank
+  520: Tap
+  521: Tart
+  522: Taxi
+  523: Tea
+  524: Teapot
+  525: Teddy bear
+  526: Telephone
+  527: Television
+  528: Tennis ball
+  529: Tennis racket
+  530: Tent
+  531: Tiara
+  532: Tick
+  533: Tie
+  534: Tiger
+  535: Tin can
+  536: Tire
+  537: Toaster
+  538: Toilet
+  539: Toilet paper
+  540: Tomato
+  541: Tool
+  542: Toothbrush
+  543: Torch
+  544: Tortoise
+  545: Towel
+  546: Tower
+  547: Toy
+  548: Traffic light
+  549: Traffic sign
+  550: Train
+  551: Training bench
+  552: Treadmill
+  553: Tree
+  554: Tree house
+  555: Tripod
+  556: Trombone
+  557: Trousers
+  558: Truck
+  559: Trumpet
+  560: Turkey
+  561: Turtle
+  562: Umbrella
+  563: Unicycle
+  564: Van
+  565: Vase
+  566: Vegetable
+  567: Vehicle
+  568: Vehicle registration plate
+  569: Violin
+  570: Volleyball (Ball)
+  571: Waffle
+  572: Waffle iron
+  573: Wall clock
+  574: Wardrobe
+  575: Washing machine
+  576: Waste container
+  577: Watch
+  578: Watercraft
+  579: Watermelon
+  580: Weapon
+  581: Whale
+  582: Wheel
+  583: Wheelchair
+  584: Whisk
+  585: Whiteboard
+  586: Willow
+  587: Window
+  588: Window blind
+  589: Wine
+  590: Wine glass
+  591: Wine rack
+  592: Winter melon
+  593: Wok
+  594: Woman
+  595: Wood-burning stove
+  596: Woodpecker
+  597: Worm
+  598: Wrench
+  599: Zebra
+  600: Zucchini
diff --git a/anylabeling/configs/auto_labeling/yolov8m_worldv2.yaml b/anylabeling/configs/auto_labeling/yolov8m_worldv2.yaml
new file mode 100644
index 00000000..f3cbbc31
--- /dev/null
+++ b/anylabeling/configs/auto_labeling/yolov8m_worldv2.yaml
@@ -0,0 +1,87 @@
+type: yolov8
+name: yolov8m-worldv2-r20240529
+display_name: YOLOv8m-worldv2 Ultralytics
+model_path: https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8m-worldv2.onnx
+nms_threshold: 0.3
+confidence_threshold: 0.1
+classes:
+  - person
+  - bicycle
+  - car
+  - motorcycle
+  - airplane
+  - bus
+  - train
+  - truck
+  - boat
+  - traffic light
+  - fire hydrant
+  - stop sign
+  - parking meter
+  - bench
+  - bird
+  - cat
+  - dog
+  - horse
+  - sheep
+  - cow
+  - elephant
+  - bear
+  - zebra
+  - giraffe
+  - backpack
+  - umbrella
+  - handbag
+  - tie
+  - suitcase
+  - frisbee
+  - skis
+  - snowboard
+  - sports ball
+  - kite
+  - baseball bat
+  - baseball glove
+  - skateboard
+  - surfboard
+  - tennis racket
+  - bottle
+  - wine glass
+  - cup
+  - fork
+  - knife
+  - spoon
+  - bowl
+  - banana
+  - apple
+  - sandwich
+  - orange
+  - broccoli
+  - carrot
+  - hot dog
+  - pizza
+  - donut
+  - cake
+  - chair
+  - couch
+  - potted plant
+  - bed
+  - dining table
+  - toilet
+  - tv
+  - laptop
+  - mouse
+  - remote
+  - keyboard
+  - cell phone
+  - microwave
+  - oven
+  - toaster
+  - sink
+  - refrigerator
+  - book
+  - clock
+  - vase
+  - scissors
+  - teddy bear
+  - hair drier
+  - toothbrush
diff --git a/anylabeling/configs/auto_labeling/yolov8n_oiv7.yaml b/anylabeling/configs/auto_labeling/yolov8n_oiv7.yaml
new file mode 100644
index 00000000..7aa7706d
--- /dev/null
+++ b/anylabeling/configs/auto_labeling/yolov8n_oiv7.yaml
@@ -0,0 +1,608 @@
+type: yolov8
+name: yolov8n-oiv7-r20240529
+display_name: YOLOv8n (OpenImageV7) Ultralytics
+model_path: https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8n-oiv7.onnx
+nms_threshold: 0.45
+confidence_threshold: 0.25
+classes:
+  0: Accordion
+  1: Adhesive tape
+  2: Aircraft
+  3: Airplane
+  4: Alarm clock
+  5: Alpaca
+  6: Ambulance
+  7: Animal
+  8: Ant
+  9: Antelope
+  10: Apple
+  11: Armadillo
+  12: Artichoke
+  13: Auto part
+  14: Axe
+  15: Backpack
+  16: Bagel
+  17: Baked goods
+  18: Balance beam
+  19: Ball
+  20: Balloon
+  21: Banana
+  22: Band-aid
+  23: Banjo
+  24: Barge
+  25: Barrel
+  26: Baseball bat
+  27: Baseball glove
+  28: Bat (Animal)
+  29: Bathroom accessory
+  30: Bathroom cabinet
+  31: Bathtub
+  32: Beaker
+  33: Bear
+  34: Bed
+  35: Bee
+  36: Beehive
+  37: Beer
+  38: Beetle
+  39: Bell pepper
+  40: Belt
+  41: Bench
+  42: Bicycle
+  43: Bicycle helmet
+  44: Bicycle wheel
+  45: Bidet
+  46: Billboard
+  47: Billiard table
+  48: Binoculars
+  49: Bird
+  50: Blender
+  51: Blue jay
+  52: Boat
+  53: Bomb
+  54: Book
+  55: Bookcase
+  56: Boot
+  57: Bottle
+  58: Bottle opener
+  59: Bow and arrow
+  60: Bowl
+  61: Bowling equipment
+  62: Box
+  63: Boy
+  64: Brassiere
+  65: Bread
+  66: Briefcase
+  67: Broccoli
+  68: Bronze sculpture
+  69: Brown bear
+  70: Building
+  71: Bull
+  72: Burrito
+  73: Bus
+  74: Bust
+  75: Butterfly
+  76: Cabbage
+  77: Cabinetry
+  78: Cake
+  79: Cake stand
+  80: Calculator
+  81: Camel
+  82: Camera
+  83: Can opener
+  84: Canary
+  85: Candle
+  86: Candy
+  87: Cannon
+  88: Canoe
+  89: Cantaloupe
+  90: Car
+  91: Carnivore
+  92: Carrot
+  93: Cart
+  94: Cassette deck
+  95: Castle
+  96: Cat
+  97: Cat furniture
+  98: Caterpillar
+  99: Cattle
+  100: Ceiling fan
+  101: Cello
+  102: Centipede
+  103: Chainsaw
+  104: Chair
+  105: Cheese
+  106: Cheetah
+  107: Chest of drawers
+  108: Chicken
+  109: Chime
+  110: Chisel
+  111: Chopsticks
+  112: Christmas tree
+  113: Clock
+  114: Closet
+  115: Clothing
+  116: Coat
+  117: Cocktail
+  118: Cocktail shaker
+  119: Coconut
+  120: Coffee
+  121: Coffee cup
+  122: Coffee table
+  123: Coffeemaker
+  124: Coin
+  125: Common fig
+  126: Common sunflower
+  127: Computer keyboard
+  128: Computer monitor
+  129: Computer mouse
+  130: Container
+  131: Convenience store
+  132: Cookie
+  133: Cooking spray
+  134: Corded phone
+  135: Cosmetics
+  136: Couch
+  137: Countertop
+  138: Cowboy hat
+  139: Crab
+  140: Cream
+  141: Cricket ball
+  142: Crocodile
+  143: Croissant
+  144: Crown
+  145: Crutch
+  146: Cucumber
+  147: Cupboard
+  148: Curtain
+  149: Cutting board
+  150: Dagger
+  151: Dairy Product
+  152: Deer
+  153: Desk
+  154: Dessert
+  155: Diaper
+  156: Dice
+  157: Digital clock
+  158: Dinosaur
+  159: Dishwasher
+  160: Dog
+  161: Dog bed
+  162: Doll
+  163: Dolphin
+  164: Door
+  165: Door handle
+  166: Doughnut
+  167: Dragonfly
+  168: Drawer
+  169: Dress
+  170: Drill (Tool)
+  171: Drink
+  172: Drinking straw
+  173: Drum
+  174: Duck
+  175: Dumbbell
+  176: Eagle
+  177: Earrings
+  178: Egg (Food)
+  179: Elephant
+  180: Envelope
+  181: Eraser
+  182: Face powder
+  183: Facial tissue holder
+  184: Falcon
+  185: Fashion accessory
+  186: Fast food
+  187: Fax
+  188: Fedora
+  189: Filing cabinet
+  190: Fire hydrant
+  191: Fireplace
+  192: Fish
+  193: Flag
+  194: Flashlight
+  195: Flower
+  196: Flowerpot
+  197: Flute
+  198: Flying disc
+  199: Food
+  200: Food processor
+  201: Football
+  202: Football helmet
+  203: Footwear
+  204: Fork
+  205: Fountain
+  206: Fox
+  207: French fries
+  208: French horn
+  209: Frog
+  210: Fruit
+  211: Frying pan
+  212: Furniture
+  213: Garden Asparagus
+  214: Gas stove
+  215: Giraffe
+  216: Girl
+  217: Glasses
+  218: Glove
+  219: Goat
+  220: Goggles
+  221: Goldfish
+  222: Golf ball
+  223: Golf cart
+  224: Gondola
+  225: Goose
+  226: Grape
+  227: Grapefruit
+  228: Grinder
+  229: Guacamole
+  230: Guitar
+  231: Hair dryer
+  232: Hair spray
+  233: Hamburger
+  234: Hammer
+  235: Hamster
+  236: Hand dryer
+  237: Handbag
+  238: Handgun
+  239: Harbor seal
+  240: Harmonica
+  241: Harp
+  242: Harpsichord
+  243: Hat
+  244: Headphones
+  245: Heater
+  246: Hedgehog
+  247: Helicopter
+  248: Helmet
+  249: High heels
+  250: Hiking equipment
+  251: Hippopotamus
+  252: Home appliance
+  253: Honeycomb
+  254: Horizontal bar
+  255: Horse
+  256: Hot dog
+  257: House
+  258: Houseplant
+  259: Human arm
+  260: Human beard
+  261: Human body
+  262: Human ear
+  263: Human eye
+  264: Human face
+  265: Human foot
+  266: Human hair
+  267: Human hand
+  268: Human head
+  269: Human leg
+  270: Human mouth
+  271: Human nose
+  272: Humidifier
+  273: Ice cream
+  274: Indoor rower
+  275: Infant bed
+  276: Insect
+  277: Invertebrate
+  278: Ipod
+  279: Isopod
+  280: Jacket
+  281: Jacuzzi
+  282: Jaguar (Animal)
+  283: Jeans
+  284: Jellyfish
+  285: Jet ski
+  286: Jug
+  287: Juice
+  288: Kangaroo
+  289: Kettle
+  290: Kitchen & dining room table
+  291: Kitchen appliance
+  292: Kitchen knife
+  293: Kitchen utensil
+  294: Kitchenware
+  295: Kite
+  296: Knife
+  297: Koala
+  298: Ladder
+  299: Ladle
+  300: Ladybug
+  301: Lamp
+  302: Land vehicle
+  303: Lantern
+  304: Laptop
+  305: Lavender (Plant)
+  306: Lemon
+  307: Leopard
+  308: Light bulb
+  309: Light switch
+  310: Lighthouse
+  311: Lily
+  312: Limousine
+  313: Lion
+  314: Lipstick
+  315: Lizard
+  316: Lobster
+  317: Loveseat
+  318: Luggage and bags
+  319: Lynx
+  320: Magpie
+  321: Mammal
+  322: Man
+  323: Mango
+  324: Maple
+  325: Maracas
+  326: Marine invertebrates
+  327: Marine mammal
+  328: Measuring cup
+  329: Mechanical fan
+  330: Medical equipment
+  331: Microphone
+  332: Microwave oven
+  333: Milk
+  334: Miniskirt
+  335: Mirror
+  336: Missile
+  337: Mixer
+  338: Mixing bowl
+  339: Mobile phone
+  340: Monkey
+  341: Moths and butterflies
+  342: Motorcycle
+  343: Mouse
+  344: Muffin
+  345: Mug
+  346: Mule
+  347: Mushroom
+  348: Musical instrument
+  349: Musical keyboard
+  350: Nail (Construction)
+  351: Necklace
+  352: Nightstand
+  353: Oboe
+  354: Office building
+  355: Office supplies
+  356: Orange
+  357: Organ (Musical Instrument)
+  358: Ostrich
+  359: Otter
+  360: Oven
+  361: Owl
+  362: Oyster
+  363: Paddle
+  364: Palm tree
+  365: Pancake
+  366: Panda
+  367: Paper cutter
+  368: Paper towel
+  369: Parachute
+  370: Parking meter
+  371: Parrot
+  372: Pasta
+  373: Pastry
+  374: Peach
+  375: Pear
+  376: Pen
+  377: Pencil case
+  378: Pencil sharpener
+  379: Penguin
+  380: Perfume
+  381: Person
+  382: Personal care
+  383: Personal flotation device
+  384: Piano
+  385: Picnic basket
+  386: Picture frame
+  387: Pig
+  388: Pillow
+  389: Pineapple
+  390: Pitcher (Container)
+  391: Pizza
+  392: Pizza cutter
+  393: Plant
+  394: Plastic bag
+  395: Plate
+  396: Platter
+  397: Plumbing fixture
+  398: Polar bear
+  399: Pomegranate
+  400: Popcorn
+  401: Porch
+  402: Porcupine
+  403: Poster
+  404: Potato
+  405: Power plugs and sockets
+  406: Pressure cooker
+  407: Pretzel
+  408: Printer
+  409: Pumpkin
+  410: Punching bag
+  411: Rabbit
+  412: Raccoon
+  413: Racket
+  414: Radish
+  415: Ratchet (Device)
+  416: Raven
+  417: Rays and skates
+  418: Red panda
+  419: Refrigerator
+  420: Remote control
+  421: Reptile
+  422: Rhinoceros
+  423: Rifle
+  424: Ring binder
+  425: Rocket
+  426: Roller skates
+  427: Rose
+  428: Rugby ball
+  429: Ruler
+  430: Salad
+  431: Salt and pepper shakers
+  432: Sandal
+  433: Sandwich
+  434: Saucer
+  435: Saxophone
+  436: Scale
+  437: Scarf
+  438: Scissors
+  439: Scoreboard
+  440: Scorpion
+  441: Screwdriver
+  442: Sculpture
+  443: Sea lion
+  444: Sea turtle
+  445: Seafood
+  446: Seahorse
+  447: Seat belt
+  448: Segway
+  449: Serving tray
+  450: Sewing machine
+  451: Shark
+  452: Sheep
+  453: Shelf
+  454: Shellfish
+  455: Shirt
+  456: Shorts
+  457: Shotgun
+  458: Shower
+  459: Shrimp
+  460: Sink
+  461: Skateboard
+  462: Ski
+  463: Skirt
+  464: Skull
+  465: Skunk
+  466: Skyscraper
+  467: Slow cooker
+  468: Snack
+  469: Snail
+  470: Snake
+  471: Snowboard
+  472: Snowman
+  473: Snowmobile
+  474: Snowplow
+  475: Soap dispenser
+  476: Sock
+  477: Sofa bed
+  478: Sombrero
+  479: Sparrow
+  480: Spatula
+  481: Spice rack
+  482: Spider
+  483: Spoon
+  484: Sports equipment
+  485: Sports uniform
+  486: Squash (Plant)
+  487: Squid
+  488: Squirrel
+  489: Stairs
+  490: Stapler
+  491: Starfish
+  492: Stationary bicycle
+  493: Stethoscope
+  494: Stool
+  495: Stop sign
+  496: Strawberry
+  497: Street light
+  498: Stretcher
+  499: Studio couch
+  500: Submarine
+  501: Submarine sandwich
+  502: Suit
+  503: Suitcase
+  504: Sun hat
+  505: Sunglasses
+  506: Surfboard
+  507: Sushi
+  508: Swan
+  509: Swim cap
+  510: Swimming pool
+  511: Swimwear
+  512: Sword
+  513: Syringe
+  514: Table
+  515: Table tennis racket
+  516: Tablet computer
+  517: Tableware
+  518: Taco
+  519: Tank
+  520: Tap
+  521: Tart
+  522: Taxi
+  523: Tea
+  524: Teapot
+  525: Teddy bear
+  526: Telephone
+  527: Television
+  528: Tennis ball
+  529: Tennis racket
+  530: Tent
+  531: Tiara
+  532: Tick
+  533: Tie
+  534: Tiger
+  535: Tin can
+  536: Tire
+  537: Toaster
+  538: Toilet
+  539: Toilet paper
+  540: Tomato
+  541: Tool
+  542: Toothbrush
+  543: Torch
+  544: Tortoise
+  545: Towel
+  546: Tower
+  547: Toy
+  548: Traffic light
+  549: Traffic sign
+  550: Train
+  551: Training bench
+  552: Treadmill
+  553: Tree
+  554: Tree house
+  555: Tripod
+  556: Trombone
+  557: Trousers
+  558: Truck
+  559: Trumpet
+  560: Turkey
+  561: Turtle
+  562: Umbrella
+  563: Unicycle
+  564: Van
+  565: Vase
+  566: Vegetable
+  567: Vehicle
+  568: Vehicle registration plate
+  569: Violin
+  570: Volleyball (Ball)
+  571: Waffle
+  572: Waffle iron
+  573: Wall clock
+  574: Wardrobe
+  575: Washing machine
+  576: Waste container
+  577: Watch
+  578: Watercraft
+  579: Watermelon
+  580: Weapon
+  581: Whale
+  582: Wheel
+  583: Wheelchair
+  584: Whisk
+  585: Whiteboard
+  586: Willow
+  587: Window
+  588: Window blind
+  589: Wine
+  590: Wine glass
+  591: Wine rack
+  592: Winter melon
+  593: Wok
+  594: Woman
+  595: Wood-burning stove
+  596: Woodpecker
+  597: Worm
+  598: Wrench
+  599: Zebra
+  600: Zucchini
diff --git a/anylabeling/configs/auto_labeling/yolov8s_oiv7.yaml b/anylabeling/configs/auto_labeling/yolov8s_oiv7.yaml
new file mode 100644
index 00000000..10142a1c
--- /dev/null
+++ b/anylabeling/configs/auto_labeling/yolov8s_oiv7.yaml
@@ -0,0 +1,608 @@
+type: yolov8
+name: yolov8s-oiv7-r20240529
+display_name: YOLOv8s (OpenImageV7) Ultralytics
+model_path: https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8s-oiv7.onnx
+nms_threshold: 0.45
+confidence_threshold: 0.25
+classes:
+  0: Accordion
+  1: Adhesive tape
+  2: Aircraft
+  3: Airplane
+  4: Alarm clock
+  5: Alpaca
+  6: Ambulance
+  7: Animal
+  8: Ant
+  9: Antelope
+  10: Apple
+  11: Armadillo
+  12: Artichoke
+  13: Auto part
+  14: Axe
+  15: Backpack
+  16: Bagel
+  17: Baked goods
+  18: Balance beam
+  19: Ball
+  20: Balloon
+  21: Banana
+  22: Band-aid
+  23: Banjo
+  24: Barge
+  25: Barrel
+  26: Baseball bat
+  27: Baseball glove
+  28: Bat (Animal)
+  29: Bathroom accessory
+  30: Bathroom cabinet
+  31: Bathtub
+  32: Beaker
+  33: Bear
+  34: Bed
+  35: Bee
+  36: Beehive
+  37: Beer
+  38: Beetle
+  39: Bell pepper
+  40: Belt
+  41: Bench
+  42: Bicycle
+  43: Bicycle helmet
+  44: Bicycle wheel
+  45: Bidet
+  46: Billboard
+  47: Billiard table
+  48: Binoculars
+  49: Bird
+  50: Blender
+  51: Blue jay
+  52: Boat
+  53: Bomb
+  54: Book
+  55: Bookcase
+  56: Boot
+  57: Bottle
+  58: Bottle opener
+  59: Bow and arrow
+  60: Bowl
+  61: Bowling equipment
+  62: Box
+  63: Boy
+  64: Brassiere
+  65: Bread
+  66: Briefcase
+  67: Broccoli
+  68: Bronze sculpture
+  69: Brown bear
+  70: Building
+  71: Bull
+  72: Burrito
+  73: Bus
+  74: Bust
+  75: Butterfly
+  76: Cabbage
+  77: Cabinetry
+  78: Cake
+  79: Cake stand
+  80: Calculator
+  81: Camel
+  82: Camera
+  83: Can opener
+  84: Canary
+  85: Candle
+  86: Candy
+  87: Cannon
+  88: Canoe
+  89: Cantaloupe
+  90: Car
+  91: Carnivore
+  92: Carrot
+  93: Cart
+  94: Cassette deck
+  95: Castle
+  96: Cat
+  97: Cat furniture
+  98: Caterpillar
+  99: Cattle
+  100: Ceiling fan
+  101: Cello
+  102: Centipede
+  103: Chainsaw
+  104: Chair
+  105: Cheese
+  106: Cheetah
+  107: Chest of drawers
+  108: Chicken
+  109: Chime
+  110: Chisel
+  111: Chopsticks
+  112: Christmas tree
+  113: Clock
+  114: Closet
+  115: Clothing
+  116: Coat
+  117: Cocktail
+  118: Cocktail shaker
+  119: Coconut
+  120: Coffee
+  121: Coffee cup
+  122: Coffee table
+  123: Coffeemaker
+  124: Coin
+  125: Common fig
+  126: Common sunflower
+  127: Computer keyboard
+  128: Computer monitor
+  129: Computer mouse
+  130: Container
+  131: Convenience store
+  132: Cookie
+  133: Cooking spray
+  134: Corded phone
+  135: Cosmetics
+  136: Couch
+  137: Countertop
+  138: Cowboy hat
+  139: Crab
+  140: Cream
+  141: Cricket ball
+  142: Crocodile
+  143: Croissant
+  144: Crown
+  145: Crutch
+  146: Cucumber
+  147: Cupboard
+  148: Curtain
+  149: Cutting board
+  150: Dagger
+  151: Dairy Product
+  152: Deer
+  153: Desk
+  154: Dessert
+  155: Diaper
+  156: Dice
+  157: Digital clock
+  158: Dinosaur
+  159: Dishwasher
+  160: Dog
+  161: Dog bed
+  162: Doll
+  163: Dolphin
+  164: Door
+  165: Door handle
+  166: Doughnut
+  167: Dragonfly
+  168: Drawer
+  169: Dress
+  170: Drill (Tool)
+  171: Drink
+  172: Drinking straw
+  173: Drum
+  174: Duck
+  175: Dumbbell
+  176: Eagle
+  177: Earrings
+  178: Egg (Food)
+  179: Elephant
+  180: Envelope
+  181: Eraser
+  182: Face powder
+  183: Facial tissue holder
+  184: Falcon
+  185: Fashion accessory
+  186: Fast food
+  187: Fax
+  188: Fedora
+  189: Filing cabinet
+  190: Fire hydrant
+  191: Fireplace
+  192: Fish
+  193: Flag
+  194: Flashlight
+  195: Flower
+  196: Flowerpot
+  197: Flute
+  198: Flying disc
+  199: Food
+  200: Food processor
+  201: Football
+  202: Football helmet
+  203: Footwear
+  204: Fork
+  205: Fountain
+  206: Fox
+  207: French fries
+  208: French horn
+  209: Frog
+  210: Fruit
+  211: Frying pan
+  212: Furniture
+  213: Garden Asparagus
+  214: Gas stove
+  215: Giraffe
+  216: Girl
+  217: Glasses
+  218: Glove
+  219: Goat
+  220: Goggles
+  221: Goldfish
+  222: Golf ball
+  223: Golf cart
+  224: Gondola
+  225: Goose
+  226: Grape
+  227: Grapefruit
+  228: Grinder
+  229: Guacamole
+  230: Guitar
+  231: Hair dryer
+  232: Hair spray
+  233: Hamburger
+  234: Hammer
+  235: Hamster
+  236: Hand dryer
+  237: Handbag
+  238: Handgun
+  239: Harbor seal
+  240: Harmonica
+  241: Harp
+  242: Harpsichord
+  243: Hat
+  244: Headphones
+  245: Heater
+  246: Hedgehog
+  247: Helicopter
+  248: Helmet
+  249: High heels
+  250: Hiking equipment
+  251: Hippopotamus
+  252: Home appliance
+  253: Honeycomb
+  254: Horizontal bar
+  255: Horse
+  256: Hot dog
+  257: House
+  258: Houseplant
+  259: Human arm
+  260: Human beard
+  261: Human body
+  262: Human ear
+  263: Human eye
+  264: Human face
+  265: Human foot
+  266: Human hair
+  267: Human hand
+  268: Human head
+  269: Human leg
+  270: Human mouth
+  271: Human nose
+  272: Humidifier
+  273: Ice cream
+  274: Indoor rower
+  275: Infant bed
+  276: Insect
+  277: Invertebrate
+  278: Ipod
+  279: Isopod
+  280: Jacket
+  281: Jacuzzi
+  282: Jaguar (Animal)
+  283: Jeans
+  284: Jellyfish
+  285: Jet ski
+  286: Jug
+  287: Juice
+  288: Kangaroo
+  289: Kettle
+  290: Kitchen & dining room table
+  291: Kitchen appliance
+  292: Kitchen knife
+  293: Kitchen utensil
+  294: Kitchenware
+  295: Kite
+  296: Knife
+  297: Koala
+  298: Ladder
+  299: Ladle
+  300: Ladybug
+  301: Lamp
+  302: Land vehicle
+  303: Lantern
+  304: Laptop
+  305: Lavender (Plant)
+  306: Lemon
+  307: Leopard
+  308: Light bulb
+  309: Light switch
+  310: Lighthouse
+  311: Lily
+  312: Limousine
+  313: Lion
+  314: Lipstick
+  315: Lizard
+  316: Lobster
+  317: Loveseat
+  318: Luggage and bags
+  319: Lynx
+  320: Magpie
+  321: Mammal
+  322: Man
+  323: Mango
+  324: Maple
+  325: Maracas
+  326: Marine invertebrates
+  327: Marine mammal
+  328: Measuring cup
+  329: Mechanical fan
+  330: Medical equipment
+  331: Microphone
+  332: Microwave oven
+  333: Milk
+  334: Miniskirt
+  335: Mirror
+  336: Missile
+  337: Mixer
+  338: Mixing bowl
+  339: Mobile phone
+  340: Monkey
+  341: Moths and butterflies
+  342: Motorcycle
+  343: Mouse
+  344: Muffin
+  345: Mug
+  346: Mule
+  347: Mushroom
+  348: Musical instrument
+  349: Musical keyboard
+  350: Nail (Construction)
+  351: Necklace
+  352: Nightstand
+  353: Oboe
+  354: Office building
+  355: Office supplies
+  356: Orange
+  357: Organ (Musical Instrument)
+  358: Ostrich
+  359: Otter
+  360: Oven
+  361: Owl
+  362: Oyster
+  363: Paddle
+  364: Palm tree
+  365: Pancake
+  366: Panda
+  367: Paper cutter
+  368: Paper towel
+  369: Parachute
+  370: Parking meter
+  371: Parrot
+  372: Pasta
+  373: Pastry
+  374: Peach
+  375: Pear
+  376: Pen
+  377: Pencil case
+  378: Pencil sharpener
+  379: Penguin
+  380: Perfume
+  381: Person
+  382: Personal care
+  383: Personal flotation device
+  384: Piano
+  385: Picnic basket
+  386: Picture frame
+  387: Pig
+  388: Pillow
+  389: Pineapple
+  390: Pitcher (Container)
+  391: Pizza
+  392: Pizza cutter
+  393: Plant
+  394: Plastic bag
+  395: Plate
+  396: Platter
+  397: Plumbing fixture
+  398: Polar bear
+  399: Pomegranate
+  400: Popcorn
+  401: Porch
+  402: Porcupine
+  403: Poster
+  404: Potato
+  405: Power plugs and sockets
+  406: Pressure cooker
+  407: Pretzel
+  408: Printer
+  409: Pumpkin
+  410: Punching bag
+  411: Rabbit
+  412: Raccoon
+  413: Racket
+  414: Radish
+  415: Ratchet (Device)
+  416: Raven
+  417: Rays and skates
+  418: Red panda
+  419: Refrigerator
+  420: Remote control
+  421: Reptile
+  422: Rhinoceros
+  423: Rifle
+  424: Ring binder
+  425: Rocket
+  426: Roller skates
+  427: Rose
+  428: Rugby ball
+  429: Ruler
+  430: Salad
+  431: Salt and pepper shakers
+  432: Sandal
+  433: Sandwich
+  434: Saucer
+  435: Saxophone
+  436: Scale
+  437: Scarf
+  438: Scissors
+  439: Scoreboard
+  440: Scorpion
+  441: Screwdriver
+  442: Sculpture
+  443: Sea lion
+  444: Sea turtle
+  445: Seafood
+  446: Seahorse
+  447: Seat belt
+  448: Segway
+  449: Serving tray
+  450: Sewing machine
+  451: Shark
+  452: Sheep
+  453: Shelf
+  454: Shellfish
+  455: Shirt
+  456: Shorts
+  457: Shotgun
+  458: Shower
+  459: Shrimp
+  460: Sink
+  461: Skateboard
+  462: Ski
+  463: Skirt
+  464: Skull
+  465: Skunk
+  466: Skyscraper
+  467: Slow cooker
+  468: Snack
+  469: Snail
+  470: Snake
+  471: Snowboard
+  472: Snowman
+  473: Snowmobile
+  474: Snowplow
+  475: Soap dispenser
+  476: Sock
+  477: Sofa bed
+  478: Sombrero
+  479: Sparrow
+  480: Spatula
+  481: Spice rack
+  482: Spider
+  483: Spoon
+  484: Sports equipment
+  485: Sports uniform
+  486: Squash (Plant)
+  487: Squid
+  488: Squirrel
+  489: Stairs
+  490: Stapler
+  491: Starfish
+  492: Stationary bicycle
+  493: Stethoscope
+  494: Stool
+  495: Stop sign
+  496: Strawberry
+  497: Street light
+  498: Stretcher
+  499: Studio couch
+  500: Submarine
+  501: Submarine sandwich
+  502: Suit
+  503: Suitcase
+  504: Sun hat
+  505: Sunglasses
+  506: Surfboard
+  507: Sushi
+  508: Swan
+  509: Swim cap
+  510: Swimming pool
+  511: Swimwear
+  512: Sword
+  513: Syringe
+  514: Table
+  515: Table tennis racket
+  516: Tablet computer
+  517: Tableware
+  518: Taco
+  519: Tank
+  520: Tap
+  521: Tart
+  522: Taxi
+  523: Tea
+  524: Teapot
+  525: Teddy bear
+  526: Telephone
+  527: Television
+  528: Tennis ball
+  529: Tennis racket
+  530: Tent
+  531: Tiara
+  532: Tick
+  533: Tie
+  534: Tiger
+  535: Tin can
+  536: Tire
+  537: Toaster
+  538: Toilet
+  539: Toilet paper
+  540: Tomato
+  541: Tool
+  542: Toothbrush
+  543: Torch
+  544: Tortoise
+  545: Towel
+  546: Tower
+  547: Toy
+  548: Traffic light
+  549: Traffic sign
+  550: Train
+  551: Training bench
+  552: Treadmill
+  553: Tree
+  554: Tree house
+  555: Tripod
+  556: Trombone
+  557: Trousers
+  558: Truck
+  559: Trumpet
+  560: Turkey
+  561: Turtle
+  562: Umbrella
+  563: Unicycle
+  564: Van
+  565: Vase
+  566: Vegetable
+  567: Vehicle
+  568: Vehicle registration plate
+  569: Violin
+  570: Volleyball (Ball)
+  571: Waffle
+  572: Waffle iron
+  573: Wall clock
+  574: Wardrobe
+  575: Washing machine
+  576: Waste container
+  577: Watch
+  578: Watercraft
+  579: Watermelon
+  580: Weapon
+  581: Whale
+  582: Wheel
+  583: Wheelchair
+  584: Whisk
+  585: Whiteboard
+  586: Willow
+  587: Window
+  588: Window blind
+  589: Wine
+  590: Wine glass
+  591: Wine rack
+  592: Winter melon
+  593: Wok
+  594: Woman
+  595: Wood-burning stove
+  596: Woodpecker
+  597: Worm
+  598: Wrench
+  599: Zebra
+  600: Zucchini
diff --git a/anylabeling/configs/auto_labeling/yolov8s_worldv2.yaml b/anylabeling/configs/auto_labeling/yolov8s_worldv2.yaml
new file mode 100644
index 00000000..4acae658
--- /dev/null
+++ b/anylabeling/configs/auto_labeling/yolov8s_worldv2.yaml
@@ -0,0 +1,87 @@
+type: yolov8
+name: yolov8s-worldv2-r20240529
+display_name: YOLOv8s-worldv2 Ultralytics
+model_path: https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8s-worldv2.onnx
+nms_threshold: 0.3
+confidence_threshold: 0.1
+classes:
+  - person
+  - bicycle
+  - car
+  - motorcycle
+  - airplane
+  - bus
+  - train
+  - truck
+  - boat
+  - traffic light
+  - fire hydrant
+  - stop sign
+  - parking meter
+  - bench
+  - bird
+  - cat
+  - dog
+  - horse
+  - sheep
+  - cow
+  - elephant
+  - bear
+  - zebra
+  - giraffe
+  - backpack
+  - umbrella
+  - handbag
+  - tie
+  - suitcase
+  - frisbee
+  - skis
+  - snowboard
+  - sports ball
+  - kite
+  - baseball bat
+  - baseball glove
+  - skateboard
+  - surfboard
+  - tennis racket
+  - bottle
+  - wine glass
+  - cup
+  - fork
+  - knife
+  - spoon
+  - bowl
+  - banana
+  - apple
+  - sandwich
+  - orange
+  - broccoli
+  - carrot
+  - hot dog
+  - pizza
+  - donut
+  - cake
+  - chair
+  - couch
+  - potted plant
+  - bed
+  - dining table
+  - toilet
+  - tv
+  - laptop
+  - mouse
+  - remote
+  - keyboard
+  - cell phone
+  - microwave
+  - oven
+  - toaster
+  - sink
+  - refrigerator
+  - book
+  - clock
+  - vase
+  - scissors
+  - teddy bear
+  - hair drier
+  - toothbrush
diff --git a/anylabeling/configs/auto_labeling/yolov8x6_oiv7.yaml b/anylabeling/configs/auto_labeling/yolov8x6_oiv7.yaml
new file mode 100644
index 00000000..e3e68bec
--- /dev/null
+++ b/anylabeling/configs/auto_labeling/yolov8x6_oiv7.yaml
@@ -0,0 +1,608 @@
+type: yolov8
+name: yolov8x6-oiv7-r20240529
+display_name: YOLOv8x6 (OpenImageV7) Ultralytics
+model_path: https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8x6-oiv7.onnx
+nms_threshold: 0.45
+confidence_threshold: 0.25
+classes:
+  0: Accordion
+  1: Adhesive tape
+  2: Aircraft
+  3: Airplane
+  4: Alarm clock
+  5: Alpaca
+  6: Ambulance
+  7: Animal
+  8: Ant
+  9: Antelope
+  10: Apple
+  11: Armadillo
+  12: Artichoke
+  13: Auto part
+  14: Axe
+  15: Backpack
+  16: Bagel
+  17: Baked goods
+  18: Balance beam
+  19: Ball
+  20: Balloon
+  21: Banana
+  22: Band-aid
+  23: Banjo
+  24: Barge
+  25: Barrel
+  26: Baseball bat
+  27: Baseball glove
+  28: Bat (Animal)
+  29: Bathroom accessory
+  30: Bathroom cabinet
+  31: Bathtub
+  32: Beaker
+  33: Bear
+  34: Bed
+  35: Bee
+  36: Beehive
+  37: Beer
+  38: Beetle
+  39: Bell pepper
+  40: Belt
+  41: Bench
+  42: Bicycle
+  43: Bicycle helmet
+  44: Bicycle wheel
+  45: Bidet
+  46: Billboard
+  47: Billiard table
+  48: Binoculars
+  49: Bird
+  50: Blender
+  51: Blue jay
+  52: Boat
+  53: Bomb
+  54: Book
+  55: Bookcase
+  56: Boot
+  57: Bottle
+  58: Bottle opener
+  59: Bow and arrow
+  60: Bowl
+  61: Bowling equipment
+  62: Box
+  63: Boy
+  64: Brassiere
+  65: Bread
+  66: Briefcase
+  67: Broccoli
+  68: Bronze sculpture
+  69: Brown bear
+  70: Building
+  71: Bull
+  72: Burrito
+  73: Bus
+  74: Bust
+  75: Butterfly
+  76: Cabbage
+  77: Cabinetry
+  78: Cake
+  79: Cake stand
+  80: Calculator
+  81: Camel
+  82: Camera
+  83: Can opener
+  84: Canary
+  85: Candle
+  86: Candy
+  87: Cannon
+  88: Canoe
+  89: Cantaloupe
+  90: Car
+  91: Carnivore
+  92: Carrot
+  93: Cart
+  94: Cassette deck
+  95: Castle
+  96: Cat
+  97: Cat furniture
+  98: Caterpillar
+  99: Cattle
+  100: Ceiling fan
+  101: Cello
+  102: Centipede
+  103: Chainsaw
+  104: Chair
+  105: Cheese
+  106: Cheetah
+  107: Chest of drawers
+  108: Chicken
+  109: Chime
+  110: Chisel
+  111: Chopsticks
+  112: Christmas tree
+  113: Clock
+  114: Closet
+  115: Clothing
+  116: Coat
+  117: Cocktail
+  118: Cocktail shaker
+  119: Coconut
+  120: Coffee
+  121: Coffee cup
+  122: Coffee table
+  123: Coffeemaker
+  124: Coin
+  125: Common fig
+  126: Common sunflower
+  127: Computer keyboard
+  128: Computer monitor
+  129: Computer mouse
+  130: Container
+  131: Convenience store
+  132: Cookie
+  133: Cooking spray
+  134: Corded phone
+  135: Cosmetics
+  136: Couch
+  137: Countertop
+  138: Cowboy hat
+  139: Crab
+  140: Cream
+  141: Cricket ball
+  142: Crocodile
+  143: Croissant
+  144: Crown
+  145: Crutch
+  146: Cucumber
+  147: Cupboard
+  148: Curtain
+  149: Cutting board
+  150: Dagger
+  151: Dairy Product
+  152: Deer
+  153: Desk
+  154: Dessert
+  155: Diaper
+  156: Dice
+  157: Digital clock
+  158: Dinosaur
+  159: Dishwasher
+  160: Dog
+  161: Dog bed
+  162: Doll
+  163: Dolphin
+  164: Door
+  165: Door handle
+  166: Doughnut
+  167: Dragonfly
+  168: Drawer
+  169: Dress
+  170: Drill (Tool)
+  171: Drink
+  172: Drinking straw
+  173: Drum
+  174: Duck
+  175: Dumbbell
+  176: Eagle
+  177: Earrings
+  178: Egg (Food)
+  179: Elephant
+  180: Envelope
+  181: Eraser
+  182: Face powder
+  183: Facial tissue holder
+  184: Falcon
+  185: Fashion accessory
+  186: Fast food
+  187: Fax
+  188: Fedora
+  189: Filing cabinet
+  190: Fire hydrant
+  191: Fireplace
+  192: Fish
+  193: Flag
+  194: Flashlight
+  195: Flower
+  196: Flowerpot
+  197: Flute
+  198: Flying disc
+  199: Food
+  200: Food processor
+  201: Football
+  202: Football helmet
+  203: Footwear
+  204: Fork
+  205: Fountain
+  206: Fox
+  207: French fries
+  208: French horn
+  209: Frog
+  210: Fruit
+  211: Frying pan
+  212: Furniture
+  213: Garden Asparagus
+  214: Gas stove
+  215: Giraffe
+  216: Girl
+  217: Glasses
+  218: Glove
+  219: Goat
+  220: Goggles
+  221: Goldfish
+  222: Golf ball
+  223: Golf cart
+  224: Gondola
+  225: Goose
+  226: Grape
+  227: Grapefruit
+  228: Grinder
+  229: Guacamole
+  230: Guitar
+  231: Hair dryer
+  232: Hair spray
+  233: Hamburger
+  234: Hammer
+  235: Hamster
+  236: Hand dryer
+  237: Handbag
+  238: Handgun
+  239: Harbor seal
+  240: Harmonica
+  241: Harp
+  242: Harpsichord
+  243: Hat
+  244: Headphones
+  245: Heater
+  246: Hedgehog
+  247: Helicopter
+  248: Helmet
+  249: High heels
+  250: Hiking equipment
+  251: Hippopotamus
+  252: Home appliance
+  253: Honeycomb
+  254: Horizontal bar
+  255: Horse
+  256: Hot dog
+  257: House
+  258: Houseplant
+  259: Human arm
+  260: Human beard
+  261: Human body
+  262: Human ear
+  263: Human eye
+  264: Human face
+  265: Human foot
+  266: Human hair
+  267: Human hand
+  268: Human head
+  269: Human leg
+  270: Human mouth
+  271: Human nose
+  272: Humidifier
+  273: Ice cream
+  274: Indoor rower
+  275: Infant bed
+  276: Insect
+  277: Invertebrate
+  278: Ipod
+  279: Isopod
+  280: Jacket
+  281: Jacuzzi
+  282: Jaguar (Animal)
+  283: Jeans
+  284: Jellyfish
+  285: Jet ski
+  286: Jug
+  287: Juice
+  288: Kangaroo
+  289: Kettle
+  290: Kitchen & dining room table
+  291: Kitchen appliance
+  292: Kitchen knife
+  293: Kitchen utensil
+  294: Kitchenware
+  295: Kite
+  296: Knife
+  297: Koala
+  298: Ladder
+  299: Ladle
+  300: Ladybug
+  301: Lamp
+  302: Land vehicle
+  303: Lantern
+  304: Laptop
+  305: Lavender (Plant)
+  306: Lemon
+  307: Leopard
+  308: Light bulb
+  309: Light switch
+  310: Lighthouse
+  311: Lily
+  312: Limousine
+  313: Lion
+  314: Lipstick
+  315: Lizard
+  316: Lobster
+  317: Loveseat
+  318: Luggage and bags
+  319: Lynx
+  320: Magpie
+  321: Mammal
+  322: Man
+  323: Mango
+  324: Maple
+  325: Maracas
+  326: Marine invertebrates
+  327: Marine mammal
+  328: Measuring cup
+  329: Mechanical fan
+  330: Medical equipment
+  331: Microphone
+  332: Microwave oven
+  333: Milk
+  334: Miniskirt
+  335: Mirror
+  336: Missile
+  337: Mixer
+  338: Mixing bowl
+  339: Mobile phone
+  340: Monkey
+  341: Moths and butterflies
+  342: Motorcycle
+  343: Mouse
+  344: Muffin
+  345: Mug
+  346: Mule
+  347: Mushroom
+  348: Musical instrument
+  349: Musical keyboard
+  350: Nail (Construction)
+  351: Necklace
+  352: Nightstand
+  353: Oboe
+  354: Office building
+  355: Office supplies
+  356: Orange
+  357: Organ (Musical Instrument)
+  358: Ostrich
+  359: Otter
+  360: Oven
+  361: Owl
+  362: Oyster
+  363: Paddle
+  364: Palm tree
+  365: Pancake
+  366: Panda
+  367: Paper cutter
+  368: Paper towel
+  369: Parachute
+  370: Parking meter
+  371: Parrot
+  372: Pasta
+  373: Pastry
+  374: Peach
+  375: Pear
+  376: Pen
+  377: Pencil case
+  378: Pencil sharpener
+  379: Penguin
+  380: Perfume
+  381: Person
+  382: Personal care
+  383: Personal flotation device
+  384: Piano
+  385: Picnic basket
+  386: Picture frame
+  387: Pig
+  388: Pillow
+  389: Pineapple
+  390: Pitcher (Container)
+  391: Pizza
+  392: Pizza cutter
+  393: Plant
+  394: Plastic bag
+  395: Plate
+  396: Platter
+  397: Plumbing fixture
+  398: Polar bear
+  399: Pomegranate
+  400: Popcorn
+  401: Porch
+  402: Porcupine
+  403: Poster
+  404: Potato
+  405: Power plugs and sockets
+  406: Pressure cooker
+  407: Pretzel
+  408: Printer
+  409: Pumpkin
+  410: Punching bag
+  411: Rabbit
+  412: Raccoon
+  413: Racket
+  414: Radish
+  415: Ratchet (Device)
+  416: Raven
+  417: Rays and skates
+  418: Red panda
+  419: Refrigerator
+  420: Remote control
+  421: Reptile
+  422: Rhinoceros
+  423: Rifle
+  424: Ring binder
+  425: Rocket
+  426: Roller skates
+  427: Rose
+  428: Rugby ball
+  429: Ruler
+  430: Salad
+  431: Salt and pepper shakers
+  432: Sandal
+  433: Sandwich
+  434: Saucer
+  435: Saxophone
+  436: Scale
+  437: Scarf
+  438: Scissors
+  439: Scoreboard
+  440: Scorpion
+  441: Screwdriver
+  442: Sculpture
+  443: Sea lion
+  444: Sea turtle
+  445: Seafood
+  446: Seahorse
+  447: Seat belt
+  448: Segway
+  449: Serving tray
+  450: Sewing machine
+  451: Shark
+  452: Sheep
+  453: Shelf
+  454: Shellfish
+  455: Shirt
+  456: Shorts
+  457: Shotgun
+  458: Shower
+  459: Shrimp
+  460: Sink
+  461: Skateboard
+  462: Ski
+  463: Skirt
+  464: Skull
+  465: Skunk
+  466: Skyscraper
+  467: Slow cooker
+  468: Snack
+  469: Snail
+  470: Snake
+  471: Snowboard
+  472: Snowman
+  473: Snowmobile
+  474: Snowplow
+  475: Soap dispenser
+  476: Sock
+  477: Sofa bed
+  478: Sombrero
+  479: Sparrow
+  480: Spatula
+  481: Spice rack
+  482: Spider
+  483: Spoon
+  484: Sports equipment
+  485: Sports uniform
+  486: Squash (Plant)
+  487: Squid
+  488: Squirrel
+  489: Stairs
+  490: Stapler
+  491: Starfish
+  492: Stationary bicycle
+  493: Stethoscope
+  494: Stool
+  495: Stop sign
+  496: Strawberry
+  497: Street light
+  498: Stretcher
+  499: Studio couch
+  500: Submarine
+  501: Submarine sandwich
+  502: Suit
+  503: Suitcase
+  504: Sun hat
+  505: Sunglasses
+  506: Surfboard
+  507: Sushi
+  508: Swan
+  509: Swim cap
+  510: Swimming pool
+  511: Swimwear
+  512: Sword
+  513: Syringe
+  514: Table
+  515: Table tennis racket
+  516: Tablet computer
+  517: Tableware
+  518: Taco
+  519: Tank
+  520: Tap
+  521: Tart
+  522: Taxi
+  523: Tea
+  524: Teapot
+  525: Teddy bear
+  526: Telephone
+  527: Television
+  528: Tennis ball
+  529: Tennis racket
+  530: Tent
+  531: Tiara
+  532: Tick
+  533: Tie
+  534: Tiger
+  535: Tin can
+  536: Tire
+  537: Toaster
+  538: Toilet
+  539: Toilet paper
+  540: Tomato
+  541: Tool
+  542: Toothbrush
+  543: Torch
+  544: Tortoise
+  545: Towel
+  546: Tower
+  547: Toy
+  548: Traffic light
+  549: Traffic sign
+  550: Train
+  551: Training bench
+  552: Treadmill
+  553: Tree
+  554: Tree house
+  555: Tripod
+  556: Trombone
+  557: Trousers
+  558: Truck
+  559: Trumpet
+  560: Turkey
+  561: Turtle
+  562: Umbrella
+  563: Unicycle
+  564: Van
+  565: Vase
+  566: Vegetable
+  567: Vehicle
+  568: Vehicle registration plate
+  569: Violin
+  570: Volleyball (Ball)
+  571: Waffle
+  572: Waffle iron
+  573: Wall clock
+  574: Wardrobe
+  575: Washing machine
+  576: Waste container
+  577: Watch
+  578: Watercraft
+  579: Watermelon
+  580: Weapon
+  581: Whale
+  582: Wheel
+  583: Wheelchair
+  584: Whisk
+  585: Whiteboard
+  586: Willow
+  587: Window
+  588: Window blind
+  589: Wine
+  590: Wine glass
+  591: Wine rack
+  592: Winter melon
+  593: Wok
+  594: Woman
+  595: Wood-burning stove
+  596: Woodpecker
+  597: Worm
+  598: Wrench
+  599: Zebra
+  600: Zucchini
diff --git a/anylabeling/configs/auto_labeling/yolov8x_oiv7.yaml b/anylabeling/configs/auto_labeling/yolov8x_oiv7.yaml
new file mode 100644
index 00000000..96782f26
--- /dev/null
+++ b/anylabeling/configs/auto_labeling/yolov8x_oiv7.yaml
@@ -0,0 +1,608 @@
+type: yolov8
+name: yolov8x-oiv7-r20240529
+display_name: YOLOv8x (OpenImageV7) Ultralytics
+model_path: https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8x-oiv7.onnx
+nms_threshold: 0.45
+confidence_threshold: 0.25
+classes:
+  0: Accordion
+  1: Adhesive tape
+  2: Aircraft
+  3: Airplane
+  4: Alarm clock
+  5: Alpaca
+  6: Ambulance
+  7: Animal
+  8: Ant
+  9: Antelope
+  10: Apple
+  11: Armadillo
+  12: Artichoke
+  13: Auto part
+  14: Axe
+  15: Backpack
+  16: Bagel
+  17: Baked goods
+  18: Balance beam
+  19: Ball
+  20: Balloon
+  21: Banana
+  22: Band-aid
+  23: Banjo
+  24: Barge
+  25: Barrel
+  26: Baseball bat
+  27: Baseball glove
+  28: Bat (Animal)
+  29: Bathroom accessory
+  30: Bathroom cabinet
+  31: Bathtub
+  32: Beaker
+  33: Bear
+  34: Bed
+  35: Bee
+  36: Beehive
+  37: Beer
+  38: Beetle
+  39: Bell pepper
+  40: Belt
+  41: Bench
+  42: Bicycle
+  43: Bicycle helmet
+  44: Bicycle wheel
+  45: Bidet
+  46: Billboard
+  47: Billiard table
+  48: Binoculars
+  49: Bird
+  50: Blender
+  51: Blue jay
+  52: Boat
+  53: Bomb
+  54: Book
+  55: Bookcase
+  56: Boot
+  57: Bottle
+  58: Bottle opener
+  59: Bow and arrow
+  60: Bowl
+  61: Bowling equipment
+  62: Box
+  63: Boy
+  64: Brassiere
+  65: Bread
+  66: Briefcase
+  67: Broccoli
+  68: Bronze sculpture
+  69: Brown bear
+  70: Building
+  71: Bull
+  72: Burrito
+  73: Bus
+  74: Bust
+  75: Butterfly
+  76: Cabbage
+  77: Cabinetry
+  78: Cake
+  79: Cake stand
+  80: Calculator
+  81: Camel
+  82: Camera
+  83: Can opener
+  84: Canary
+  85: Candle
+  86: Candy
+  87: Cannon
+  88: Canoe
+  89: Cantaloupe
+  90: Car
+  91: Carnivore
+  92: Carrot
+  93: Cart
+  94: Cassette deck
+  95: Castle
+  96: Cat
+  97: Cat furniture
+  98: Caterpillar
+  99: Cattle
+  100: Ceiling fan
+  101: Cello
+  102: Centipede
+  103: Chainsaw
+  104: Chair
+  105: Cheese
+  106: Cheetah
+  107: Chest of drawers
+  108: Chicken
+  109: Chime
+  110: Chisel
+  111: Chopsticks
+  112: Christmas tree
+  113: Clock
+  114: Closet
+  115: Clothing
+  116: Coat
+  117: Cocktail
+  118: Cocktail shaker
+  119: Coconut
+  120: Coffee
+  121: Coffee cup
+  122: Coffee table
+  123: Coffeemaker
+  124: Coin
+  125: Common fig
+  126: Common sunflower
+  127: Computer keyboard
+  128: Computer monitor
+  129: Computer mouse
+  130: Container
+  131: Convenience store
+  132: Cookie
+  133: Cooking spray
+  134: Corded phone
+  135: Cosmetics
+  136: Couch
+  137: Countertop
+  138: Cowboy hat
+  139: Crab
+  140: Cream
+  141: Cricket ball
+  142: Crocodile
+  143: Croissant
+  144: Crown
+  145: Crutch
+  146: Cucumber
+  147: Cupboard
+  148: Curtain
+  149: Cutting board
+  150: Dagger
+  151: Dairy Product
+  152: Deer
+  153: Desk
+  154: Dessert
+  155: Diaper
+  156: Dice
+  157: Digital clock
+  158: Dinosaur
+  159: Dishwasher
+  160: Dog
+  161: Dog bed
+  162: Doll
+  163: Dolphin
+  164: Door
+  165: Door handle
+  166: Doughnut
+  167: Dragonfly
+  168: Drawer
+  169: Dress
+  170: Drill (Tool)
+  171: Drink
+  172: Drinking straw
+  173: Drum
+  174: Duck
+  175: Dumbbell
+  176: Eagle
+  177: Earrings
+  178: Egg (Food)
+  179: Elephant
+  180: Envelope
+  181: Eraser
+  182: Face powder
+  183: Facial tissue holder
+  184: Falcon
+  185: Fashion accessory
+  186: Fast food
+  187: Fax
+  188: Fedora
+  189: Filing cabinet
+  190: Fire hydrant
+  191: Fireplace
+  192: Fish
+  193: Flag
+  194: Flashlight
+  195: Flower
+  196: Flowerpot
+  197: Flute
+  198: Flying disc
+  199: Food
+  200: Food processor
+  201: Football
+  202: Football helmet
+  203: Footwear
+  204: Fork
+  205: Fountain
+  206: Fox
+  207: French fries
+  208: French horn
+  209: Frog
+  210: Fruit
+  211: Frying pan
+  212: Furniture
+  213: Garden Asparagus
+  214: Gas stove
+  215: Giraffe
+  216: Girl
+  217: Glasses
+  218: Glove
+  219: Goat
+  220: Goggles
+  221: Goldfish
+  222: Golf ball
+  223: Golf cart
+  224: Gondola
+  225: Goose
+  226: Grape
+  227: Grapefruit
+  228: Grinder
+  229: Guacamole
+  230: Guitar
+  231: Hair dryer
+  232: Hair spray
+  233: Hamburger
+  234: Hammer
+  235: Hamster
+  236: Hand dryer
+  237: Handbag
+  238: Handgun
+  239: Harbor seal
+  240: Harmonica
+  241: Harp
+  242: Harpsichord
+  243: Hat
+  244: Headphones
+  245: Heater
+  246: Hedgehog
+  247: Helicopter
+  248: Helmet
+  249: High heels
+  250: Hiking equipment
+  251: Hippopotamus
+  252: Home appliance
+  253: Honeycomb
+  254: Horizontal bar
+  255: Horse
+  256: Hot dog
+  257: House
+  258: Houseplant
+  259: Human arm
+  260: Human beard
+  261: Human body
+  262: Human ear
+  263: Human eye
+  264: Human face
+  265: Human foot
+  266: Human hair
+  267: Human hand
+  268: Human head
+  269: Human leg
+  270: Human mouth
+  271: Human nose
+  272: Humidifier
+  273: Ice cream
+  274: Indoor rower
+  275: Infant bed
+  276: Insect
+  277: Invertebrate
+  278: Ipod
+  279: Isopod
+  280: Jacket
+  281: Jacuzzi
+  282: Jaguar (Animal)
+  283: Jeans
+  284: Jellyfish
+  285: Jet ski
+  286: Jug
+  287: Juice
+  288: Kangaroo
+  289: Kettle
+  290: Kitchen & dining room table
+  291: Kitchen appliance
+  292: Kitchen knife
+  293: Kitchen utensil
+  294: Kitchenware
+  295: Kite
+  296: Knife
+  297: Koala
+  298: Ladder
+  299: Ladle
+  300: Ladybug
+  301: Lamp
+  302: Land vehicle
+  303: Lantern
+  304: Laptop
+  305: Lavender (Plant)
+  306: Lemon
+  307: Leopard
+  308: Light bulb
+  309: Light switch
+  310: Lighthouse
+  311: Lily
+  312: Limousine
+  313: Lion
+  314: Lipstick
+  315: Lizard
+  316: Lobster
+  317: Loveseat
+  318: Luggage and bags
+  319: Lynx
+  320: Magpie
+  321: Mammal
+  322: Man
+  323: Mango
+  324: Maple
+  325: Maracas
+  326: Marine invertebrates
+  327: Marine mammal
+  328: Measuring cup
+  329: Mechanical fan
+  330: Medical equipment
+  331: Microphone
+  332: Microwave oven
+  333: Milk
+  334: Miniskirt
+  335: Mirror
+  336: Missile
+  337: Mixer
+  338: Mixing bowl
+  339: Mobile phone
+  340: Monkey
+  341: Moths and butterflies
+  342: Motorcycle
+  343: Mouse
+  344: Muffin
+  345: Mug
+  346: Mule
+  347: Mushroom
+  348: Musical instrument
+  349: Musical keyboard
+  350: Nail (Construction)
+  351: Necklace
+  352: Nightstand
+  353: Oboe
+  354: Office building
+  355: Office supplies
+  356: Orange
+  357: Organ (Musical Instrument)
+  358: Ostrich
+  359: Otter
+  360: Oven
+  361: Owl
+  362: Oyster
+  363: Paddle
+  364: Palm tree
+  365: Pancake
+  366: Panda
+  367: Paper cutter
+  368: Paper towel
+  369: Parachute
+  370: Parking meter
+  371: Parrot
+  372: Pasta
+  373: Pastry
+  374: Peach
+  375: Pear
+  376: Pen
+  377: Pencil case
+  378: Pencil sharpener
+  379: Penguin
+  380: Perfume
+  381: Person
+  382: Personal care
+  383: Personal flotation device
+  384: Piano
+  385: Picnic basket
+  386: Picture frame
+  387: Pig
+  388: Pillow
+  389: Pineapple
+  390: Pitcher (Container)
+  391: Pizza
+  392: Pizza cutter
+  393: Plant
+  394: Plastic bag
+  395: Plate
+  396: Platter
+  397: Plumbing fixture
+  398: Polar bear
+  399: Pomegranate
+  400: Popcorn
+  401: Porch
+  402: Porcupine
+  403: Poster
+  404: Potato
+  405: Power plugs and sockets
+  406: Pressure cooker
+  407: Pretzel
+  408: Printer
+  409: Pumpkin
+  410: Punching bag
+  411: Rabbit
+  412: Raccoon
+  413: Racket
+  414: Radish
+  415: Ratchet (Device)
+  416: Raven
+  417: Rays and skates
+  418: Red panda
+  419: Refrigerator
+  420: Remote control
+  421: Reptile
+  422: Rhinoceros
+  423: Rifle
+  424: Ring binder
+  425: Rocket
+  426: Roller skates
+  427: Rose
+  428: Rugby ball
+  429: Ruler
+  430: Salad
+  431: Salt and pepper shakers
+  432: Sandal
+  433: Sandwich
+  434: Saucer
+  435: Saxophone
+  436: Scale
+  437: Scarf
+  438: Scissors
+  439: Scoreboard
+  440: Scorpion
+  441: Screwdriver
+  442: Sculpture
+  443: Sea lion
+  444: Sea turtle
+  445: Seafood
+  446: Seahorse
+  447: Seat belt
+  448: Segway
+  449: Serving tray
+  450: Sewing machine
+  451: Shark
+  452: Sheep
+  453: Shelf
+  454: Shellfish
+  455: Shirt
+  456: Shorts
+  457: Shotgun
+  458: Shower
+  459: Shrimp
+  460: Sink
+  461: Skateboard
+  462: Ski
+  463: Skirt
+  464: Skull
+  465: Skunk
+  466: Skyscraper
+  467: Slow cooker
+  468: Snack
+  469: Snail
+  470: Snake
+  471: Snowboard
+  472: Snowman
+  473: Snowmobile
+  474: Snowplow
+  475: Soap dispenser
+  476: Sock
+  477: Sofa bed
+  478: Sombrero
+  479: Sparrow
+  480: Spatula
+  481: Spice rack
+  482: Spider
+  483: Spoon
+  484: Sports equipment
+  485: Sports uniform
+  486: Squash (Plant)
+  487: Squid
+  488: Squirrel
+  489: Stairs
+  490: Stapler
+  491: Starfish
+  492: Stationary bicycle
+  493: Stethoscope
+  494: Stool
+  495: Stop sign
+  496: Strawberry
+  497: Street light
+  498: Stretcher
+  499: Studio couch
+  500: Submarine
+  501: Submarine sandwich
+  502: Suit
+  503: Suitcase
+  504: Sun hat
+  505: Sunglasses
+  506: Surfboard
+  507: Sushi
+  508: Swan
+  509: Swim cap
+  510: Swimming pool
+  511: Swimwear
+  512: Sword
+  513: Syringe
+  514: Table
+  515: Table tennis racket
+  516: Tablet computer
+  517: Tableware
+  518: Taco
+  519: Tank
+  520: Tap
+  521: Tart
+  522: Taxi
+  523: Tea
+  524: Teapot
+  525: Teddy bear
+  526: Telephone
+  527: Television
+  528: Tennis ball
+  529: Tennis racket
+  530: Tent
+  531: Tiara
+  532: Tick
+  533: Tie
+  534: Tiger
+  535: Tin can
+  536: Tire
+  537: Toaster
+  538: Toilet
+  539: Toilet paper
+  540: Tomato
+  541: Tool
+  542: Toothbrush
+  543: Torch
+  544: Tortoise
+  545: Towel
+  546: Tower
+  547: Toy
+  548: Traffic light
+  549: Traffic sign
+  550: Train
+  551: Training bench
+  552: Treadmill
+  553: Tree
+  554: Tree house
+  555: Tripod
+  556: Trombone
+  557: Trousers
+  558: Truck
+  559: Trumpet
+  560: Turkey
+  561: Turtle
+  562: Umbrella
+  563: Unicycle
+  564: Van
+  565: Vase
+  566: Vegetable
+  567: Vehicle
+  568: Vehicle registration plate
+  569: Violin
+  570: Volleyball (Ball)
+  571: Waffle
+  572: Waffle iron
+  573: Wall clock
+  574: Wardrobe
+  575: Washing machine
+  576: Waste container
+  577: Watch
+  578: Watercraft
+  579: Watermelon
+  580: Weapon
+  581: Whale
+  582: Wheel
+  583: Wheelchair
+  584: Whisk
+  585: Whiteboard
+  586: Willow
+  587: Window
+  588: Window blind
+  589: Wine
+  590: Wine glass
+  591: Wine rack
+  592: Winter melon
+  593: Wok
+  594: Woman
+  595: Wood-burning stove
+  596: Woodpecker
+  597: Worm
+  598: Wrench
+  599: Zebra
+  600: Zucchini
diff --git a/anylabeling/configs/auto_labeling/yolov8x_worldv2.yaml b/anylabeling/configs/auto_labeling/yolov8x_worldv2.yaml
new file mode 100644
index 00000000..52a35e0d
--- /dev/null
+++ b/anylabeling/configs/auto_labeling/yolov8x_worldv2.yaml
@@ -0,0 +1,87 @@
+type: yolov8
+name: yolov8x-worldv2-r20240529
+display_name: YOLOv8x-worldv2 Ultralytics
+model_path: https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8x-worldv2.onnx
+nms_threshold: 0.3
+confidence_threshold: 0.1
+classes:
+  - person
+  - bicycle
+  - car
+  - motorcycle
+  - airplane
+  - bus
+  - train
+  - truck
+  - boat
+  - traffic light
+  - fire hydrant
+  - stop sign
+  - parking meter
+  - bench
+  - bird
+  - cat
+  - dog
+  - horse
+  - sheep
+  - cow
+  - elephant
+  - bear
+  - zebra
+  - giraffe
+  - backpack
+  - umbrella
+  - handbag
+  - tie
+  - suitcase
+  - frisbee
+  - skis
+  - snowboard
+  - sports ball
+  - kite
+  - baseball bat
+  - baseball glove
+  - skateboard
+  - surfboard
+  - tennis racket
+  - bottle
+  - wine glass
+  - cup
+  - fork
+  - knife
+  - spoon
+  - bowl
+  - banana
+  - apple
+  - sandwich
+  - orange
+  - broccoli
+  - carrot
+  - hot dog
+  - pizza
+  - donut
+  - cake
+  - chair
+  - couch
+  - potted plant
+  - bed
+  - dining table
+  - toilet
+  - tv
+  - laptop
+  - mouse
+  - remote
+  - keyboard
+  - cell phone
+  - microwave
+  - oven
+  - toaster
+  - sink
+  - refrigerator
+  - book
+  - clock
+  - vase
+  - scissors
+  - teddy bear
+  - hair drier
+  - toothbrush
diff --git a/docs/en/custom_model.md b/docs/en/custom_model.md
index 27241284..df3db736 100644
--- a/docs/en/custom_model.md
+++ b/docs/en/custom_model.md
@@ -272,4 +272,8 @@ Refer to this [tutorial](https://github.com/chongzhou96/EdgeSAM/blob/master/scri
 > Affiliation: Tencent AI Lab, ARC Lab, Tencent PCG, Huazhong University of Science and Technology.</br>
 > Published: Arxiv 2024</br>
 
-Refer to this [tutorial](../../tools/export_yolow_onnx.py).
+```bash
+git clone https://github.com/ultralytics/ultralytics.git
+cd ultralytics
+yolo export model=yolov8s-worldv2.pt format=onnx opset=13 simplify
+```
diff --git a/docs/en/model_zoo.md b/docs/en/model_zoo.md
index b2154717..500525f6 100644
--- a/docs/en/model_zoo.md
+++ b/docs/en/model_zoo.md
@@ -86,6 +86,14 @@
 | yolov8s.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-COCO  | [yolov8s.yaml](../../anylabeling/configs/auto_labeling/yolov8s.yaml)  | 42.75MB  | [baidu](https://pan.baidu.com/s/1_1-9dFF_BfqcghE_0LDidg?pwd=oy9d) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v0.1.0/yolov8s.onnx) |
 | yolov8n.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-COCO  | [yolov8n.yaml](../../anylabeling/configs/auto_labeling/yolov8n.yaml)  | 12.21MB  | [baidu](https://pan.baidu.com/s/1j8Jx4tsL97KlSeNe9aGdVg?pwd=u000) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v0.1.0/yolov8n.onnx) |
 | yolov8s.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics) with [SAHI](https://github.com/obss/sahi)-COCO  | [yolov8s_sahi.yaml](../../anylabeling/configs/auto_labeling/yolov8s_sahi.yaml)  | 42.75MB  | [baidu](https://pan.baidu.com/s/1_1-9dFF_BfqcghE_0LDidg?pwd=oy9d) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v0.1.0/yolov8s.onnx) |
+| yolov8x6-oiv7.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-Open Image V7 | [yolov8x6_oiv7.yaml](../../anylabeling/configs/auto_labeling/yolov8x6_oiv7.yaml) | 374.51MB | [baidu](https://pan.baidu.com/s/1gpjkbkRGNtqhq0e3DUA1bQ?pwd=g8lq) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8x6-oiv7.onnx) |
+| yolov8x-oiv7.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-Open Image V7 | [yolov8x_oiv7.yaml](../../anylabeling/configs/auto_labeling/yolov8x_oiv7.yaml) | 262.24MB | [baidu](https://pan.baidu.com/s/1in76UG8GhsXw6ACNqOVYKA?pwd=o07s) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8x-oiv7.onnx) |
+| yolov8l-oiv7.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-Open Image V7 | [yolov8l_oiv7.yaml](../../anylabeling/configs/auto_labeling/yolov8l_oiv7.yaml) | 168.28MB | [baidu](https://pan.baidu.com/s/1p9-oYvkV-IXvy6RlTxLWfQ?pwd=fs07) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8l-oiv7.onnx) |
+| yolov8m-oiv7.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-Open Image V7 | [yolov8m_oiv7.yaml](../../anylabeling/configs/auto_labeling/yolov8m_oiv7.yaml) | 100.05MB | [baidu](https://pan.baidu.com/s/1E7c-XIriTLH-gmBm5UmdWA?pwd=36n6) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8m-oiv7.onnx) |
+| yolov8s-oiv7.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-Open Image V7 | 
+[yolov8s_oiv7.yaml](../../anylabeling/configs/auto_labeling/yolov8s_oiv7.yaml) | 43.47MB | [baidu](https://pan.baidu.com/s/1a6bP_x76Gk7LIf8uisWqfA?pwd=53lu) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8s-oiv7.onnx) |
+| yolov8n-oiv7.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-Open Image V7 | 
+[yolov8n_oiv7.yaml](../../anylabeling/configs/auto_labeling/yolov8n_oiv7.yaml) | 13.47MB | [baidu](https://pan.baidu.com/s/1u8sUFr2LmBGwqZCbGb6Xww?pwd=l6ip) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8n-oiv7.onnx) |
 | yolov9c.onnx | [YOLOv9](https://github.com/WongKinYiu/yolov9)-COCO | [yolov9c.yaml](../../anylabeling/configs/auto_labeling/yolov9c.yaml) | 195.34MB | [baidu](https://pan.baidu.com/s/1iHZH29HE8s4fG8X7aHcn5g?pwd=zb5w) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.2/yolov9c.onnx) |
 | yolov9e.onnx | [YOLOv9](https://github.com/WongKinYiu/yolov9)-COCO | [yolov9e.yaml](../../anylabeling/configs/auto_labeling/yolov9e.yaml) | 265.43MB | [baidu](https://pan.baidu.com/s/1oJJQ1L5UfKi43kT96tauSA?pwd=vpa1) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.2/yolov9e.onnx) |
 | gelan-c.onnx | [YOLOv9](https://github.com/WongKinYiu/yolov9)-COCO | [gelan-c.yaml](../../anylabeling/configs/auto_labeling/yolov9_gelan_c.yaml) | 97.43MB | [baidu](https://pan.baidu.com/s/1cM0Tc056ICuA5jvesacCng?pwd=whb3) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.2/gelan-c.onnx) |
@@ -203,10 +211,15 @@
 | vit-b-16.img.fp16.onnx.extra_file | EdgeSAM-CN-CLIP ViT-B-16| [edge_sam_with_chinese_clip.yaml](../../anylabeling/configs/auto_labeling/edge_sam_with_chinese_clip.yaml) | 164.40MB | [baidu](https://pan.baidu.com/s/1M3TE3TooVe_m3AavdxIgpA?pwd=2uco) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.1/vit-b-16.img.fp16.onnx.extra_file) |
 | vit-b-16.txt.fp16.onnx.extra_file | EdgeSAM-CN-CLIP ViT-B-16| [edge_sam_with_chinese_clip.yaml](../../anylabeling/configs/auto_labeling/edge_sam_with_chinese_clip.yaml) | 194.68MB | [baidu](https://pan.baidu.com/s/1PgLVcEUsfRrRt_k9qneOjw?pwd=r9fz) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.1/vit-b-16.txt.fp16.onnx.extra_file) |
 
-### Visual-Language LLM
+### Visual-Language Model
 
 |Name|Description|Configuration|Size|Link|
 | --- | --- | --- | --- | --- |
+| yolov8x-worldv2.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-COCO | [yolov8x_worldv2.yaml](../../anylabeling/configs/auto_labeling/yolov8x_worldv2.yaml) | 276.38MB | [baidu](https://pan.baidu.com/s/15HWC6ry-jU-a2OLz9Xa06g?pwd=9cng) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8x-worldv2.onnx) |
+| yolov8l-worldv2-cc3m.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-CC3M | [yolov8l_worldv2_cc3m.yaml](../../anylabeling/configs/auto_labeling/yolov8l_worldv2_cc3m.yaml) | 177.39MB | [baidu](https://pan.baidu.com/s/1gJ2KAf1s8okT2cAJX21SbA?pwd=yxks) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8l-worldv2-cc3m.onnx) |
+| yolov8l-worldv2.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-COCO | [yolov8l_worldv2.yaml](../../anylabeling/configs/auto_labeling/yolov8l_worldv2.yaml) | 177.39MB | [baidu](https://pan.baidu.com/s/1wpm6-r1pYxJJGT0nlhRM7g?pwd=to53) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8l-worldv2.onnx) |
+| yolov8m-worldv2.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-COCO | [yolov8m_worldv2.yaml](../../anylabeling/configs/auto_labeling/yolov8m_worldv2.yaml) | 107.21MB | [baidu](https://pan.baidu.com/s/1pzS20I1bJG3_CRjBS0k5Nw?pwd=m4et) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8m-worldv2.onnx) |
+| yolov8s-worldv2.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-COCO | [yolov8s_worldv2.yaml](../../anylabeling/configs/auto_labeling/yolov8s_worldv2.yaml) | 47.97MB | [baidu](https://pan.baidu.com/s/1sHeiYJVjg2arDZhS7h4fsQ?pwd=m0uo) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8s-worldv2.onnx) |
 | groundingdino_swint_ogc_quant.onnx | [GroundingDINO](https://github.com/IDEA-Research/GroundingDINO)  | [groundingdino_swint_ogc_quant.yaml](../../anylabeling/configs/auto_labeling/groundingdino_swint_ogc_quant.yaml) | 171.28MB | [baidu](https://pan.baidu.com/s/12EZzjR5h7cysDjbIGfNFKQ?pwd=5prg) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v1.0.0/groundingdino_swint_ogc_quant.onnx) |
 | groundingdino_swinb_cogcoor_quant.onnx | [GroundingDINO](https://github.com/IDEA-Research/GroundingDINO)  | [groundingdino_swinb_cogcoor_quant.yaml](../../anylabeling/configs/auto_labeling/groundingdino_swinb_cogcoor_quant.yaml) | 258.90MB | [baidu](https://pan.baidu.com/s/1NJ8GEsGYgiOh684dNNgfww?pwd=onj2) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v1.0.0/groundingdino_swinb_cogcoor_quant.onnx) |
 | ram_swin_large_14m.onnx | [Recognize Anything](https://github.com/xinyu1205/Tag2Text) | [ram_swin_large_14m.yaml](../../anylabeling/configs/auto_labeling/ram_swin_large_14m.yaml) | 865.66MB | [baidu](https://pan.baidu.com/s/1c045hicvPP3pQNaNSOrpQQ?pwd=wnss) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v1.0.0/ram_swin_large_14m.onnx) |
diff --git a/docs/zh_cn/custom_model.md b/docs/zh_cn/custom_model.md
index 44edc806..0fc340bd 100644
--- a/docs/zh_cn/custom_model.md
+++ b/docs/zh_cn/custom_model.md
@@ -274,4 +274,8 @@ InternImage introduces a large-scale convolutional neural network (CNN) model, l
 > 单位：Tencent AI Lab, ARC Lab, Tencent PCG, Huazhong University of Science and Technology.</br>
 > 发表：Arxiv 2024</br>
 
-参考此[教程](../../tools/export_yolow_onnx.py).
+```bash
+git clone https://github.com/ultralytics/ultralytics.git
+cd ultralytics
+yolo export model=yolov8s-worldv2.pt format=onnx opset=13 simplify
+```
diff --git a/docs/zh_cn/model_zoo.md b/docs/zh_cn/model_zoo.md
index c5bc4051..e8c4489f 100644
--- a/docs/zh_cn/model_zoo.md
+++ b/docs/zh_cn/model_zoo.md
@@ -84,6 +84,14 @@
 | yolov8s.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-COCO  | [yolov8s.yaml](../../anylabeling/configs/auto_labeling/yolov8s.yaml)  | 42.75MB  | [百度网盘](https://pan.baidu.com/s/1_1-9dFF_BfqcghE_0LDidg?pwd=oy9d) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v0.1.0/yolov8s.onnx) |
 | yolov8n.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-COCO  | [yolov8n.yaml](../../anylabeling/configs/auto_labeling/yolov8n.yaml)  | 12.21MB  | [百度网盘](https://pan.baidu.com/s/1j8Jx4tsL97KlSeNe9aGdVg?pwd=u000) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v0.1.0/yolov8n.onnx) |
 | yolov8s.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics) with [SAHI](https://github.com/obss/sahi)-COCO  | [yolov8s_sahi.yaml](../../anylabeling/configs/auto_labeling/yolov8s_sahi.yaml)  | 42.75MB  | [百度网盘](https://pan.baidu.com/s/1_1-9dFF_BfqcghE_0LDidg?pwd=oy9d) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v0.1.0/yolov8s.onnx) |
+| yolov8x6-oiv7.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-Open Image V7 | [yolov8x6_oiv7.yaml](../../anylabeling/configs/auto_labeling/yolov8x6_oiv7.yaml) | 374.51MB | [百度网盘](https://pan.baidu.com/s/1gpjkbkRGNtqhq0e3DUA1bQ?pwd=g8lq) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8x6-oiv7.onnx) |
+| yolov8x-oiv7.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-Open Image V7 | [yolov8x_oiv7.yaml](../../anylabeling/configs/auto_labeling/yolov8x_oiv7.yaml) | 262.24MB | [百度网盘](https://pan.baidu.com/s/1in76UG8GhsXw6ACNqOVYKA?pwd=o07s) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8x-oiv7.onnx) |
+| yolov8l-oiv7.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-Open Image V7 | [yolov8l_oiv7.yaml](../../anylabeling/configs/auto_labeling/yolov8l_oiv7.yaml) | 168.28MB | [百度网盘](https://pan.baidu.com/s/1p9-oYvkV-IXvy6RlTxLWfQ?pwd=fs07) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8l-oiv7.onnx) |
+| yolov8m-oiv7.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-Open Image V7 | [yolov8m_oiv7.yaml](../../anylabeling/configs/auto_labeling/yolov8m_oiv7.yaml) | 100.05MB | [百度网盘](https://pan.baidu.com/s/1E7c-XIriTLH-gmBm5UmdWA?pwd=36n6) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8m-oiv7.onnx) |
+| yolov8s-oiv7.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-Open Image V7 | 
+[yolov8s_oiv7.yaml](../../anylabeling/configs/auto_labeling/yolov8s_oiv7.yaml) | 43.47MB | [百度网盘](https://pan.baidu.com/s/1a6bP_x76Gk7LIf8uisWqfA?pwd=53lu) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8s-oiv7.onnx) |
+| yolov8n-oiv7.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-Open Image V7 | 
+[yolov8n_oiv7.yaml](../../anylabeling/configs/auto_labeling/yolov8n_oiv7.yaml) | 13.47MB | [百度网盘](https://pan.baidu.com/s/1u8sUFr2LmBGwqZCbGb6Xww?pwd=l6ip) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8n-oiv7.onnx) |
 | yolov9c.onnx | [YOLOv9](https://github.com/WongKinYiu/yolov9)-COCO | [yolov9c.yaml](../../anylabeling/configs/auto_labeling/yolov9c.yaml) | 195.34MB | [百度网盘](https://pan.baidu.com/s/1iHZH29HE8s4fG8X7aHcn5g?pwd=zb5w) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.2/yolov9c.onnx) |
 | yolov9e.onnx | [YOLOv9](https://github.com/WongKinYiu/yolov9)-COCO | [yolov9e.yaml](../../anylabeling/configs/auto_labeling/yolov9e.yaml) | 265.43MB | [百度网盘](https://pan.baidu.com/s/1oJJQ1L5UfKi43kT96tauSA?pwd=vpa1) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.2/yolov9e.onnx) |
 | gelan-c.onnx | [YOLOv9](https://github.com/WongKinYiu/yolov9)-COCO | [gelan-c.yaml](../../anylabeling/configs/auto_labeling/yolov9_gelan_c.yaml) | 97.43MB | [百度网盘](https://pan.baidu.com/s/1cM0Tc056ICuA5jvesacCng?pwd=whb3) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.2/gelan-c.onnx) |
@@ -201,11 +209,15 @@
 | vit-b-16.txt.fp16.onnx.extra_file | EdgeSAM-CN-CLIP ViT-B-16| [edge_sam_with_chinese_clip.yaml](../../anylabeling/configs/auto_labeling/edge_sam_with_chinese_clip.yaml) | 194.68MB | [百度网盘](https://pan.baidu.com/s/1PgLVcEUsfRrRt_k9qneOjw?pwd=r9fz) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.1/vit-b-16.txt.fp16.onnx.extra_file) |
 
 
-### 视觉-语言大模型
+### 视觉-语言模型
 
 |名称|描述|配置|大小|链接|
 | --- | --- | --- | --- | --- |
-| yolow-l.onnx | [YOLO-World](https://github.com/AILab-CVC/YOLO-World) | [yolow_l.yaml](../../anylabeling/configs/auto_labeling/yolow_l.yaml) | 161.15MB | [百度网盘](https://pan.baidu.com/s/1NujF8Tevmq42q5mGZ88IBA?pwd=cngz) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.3/yolow_l.onnx) |
+| yolov8x-worldv2.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-COCO | [yolov8x_worldv2.yaml](../../anylabeling/configs/auto_labeling/yolov8x_worldv2.yaml) | 276.38MB | [百度网盘](https://pan.baidu.com/s/15HWC6ry-jU-a2OLz9Xa06g?pwd=9cng) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8x-worldv2.onnx) |
+| yolov8l-worldv2-cc3m.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-CC3M | [yolov8l_worldv2_cc3m.yaml](../../anylabeling/configs/auto_labeling/yolov8l_worldv2_cc3m.yaml) | 177.39MB | [百度网盘](https://pan.baidu.com/s/1gJ2KAf1s8okT2cAJX21SbA?pwd=yxks) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8l-worldv2-cc3m.onnx) |
+| yolov8l-worldv2.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-COCO | [yolov8l_worldv2.yaml](../../anylabeling/configs/auto_labeling/yolov8l_worldv2.yaml) | 177.39MB | [百度网盘](https://pan.baidu.com/s/1wpm6-r1pYxJJGT0nlhRM7g?pwd=to53) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8l-worldv2.onnx) |
+| yolov8m-worldv2.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-COCO | [yolov8m_worldv2.yaml](../../anylabeling/configs/auto_labeling/yolov8m_worldv2.yaml) | 107.21MB | [百度网盘](https://pan.baidu.com/s/1pzS20I1bJG3_CRjBS0k5Nw?pwd=m4et) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8m-worldv2.onnx) |
+| yolov8s-worldv2.onnx | [YOLOv8](https://github.com/ultralytics/ultralytics)-COCO | [yolov8s_worldv2.yaml](../../anylabeling/configs/auto_labeling/yolov8s_worldv2.yaml) | 47.97MB | [百度网盘](https://pan.baidu.com/s/1sHeiYJVjg2arDZhS7h4fsQ?pwd=m0uo) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.3.7/yolov8s-worldv2.onnx) |
 | groundingdino_swint_ogc_quant.onnx | [GroundingDINO](https://github.com/IDEA-Research/GroundingDINO)  | [groundingdino_swint_ogc_quant.yaml](../../anylabeling/configs/auto_labeling/groundingdino_swint_ogc_quant.yaml) | 171.28MB | [百度网盘](https://pan.baidu.com/s/12EZzjR5h7cysDjbIGfNFKQ?pwd=5prg) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v1.0.0/groundingdino_swint_ogc_quant.onnx) |
 | groundingdino_swinb_cogcoor_quant.onnx | [GroundingDINO](https://github.com/IDEA-Research/GroundingDINO)  | [groundingdino_swinb_cogcoor_quant.yaml](../../anylabeling/configs/auto_labeling/groundingdino_swinb_cogcoor_quant.yaml) | 258.90MB | [百度网盘](https://pan.baidu.com/s/1NJ8GEsGYgiOh684dNNgfww?pwd=onj2) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v1.0.0/groundingdino_swinb_cogcoor_quant.onnx) |
 | ram_swin_large_14m.onnx | [Recognize Anything](https://github.com/xinyu1205/Tag2Text) | [ram_swin_large_14m.yaml](../../anylabeling/configs/auto_labeling/ram_swin_large_14m.yaml) | 865.66MB | [百度网盘](https://pan.baidu.com/s/1c045hicvPP3pQNaNSOrpQQ?pwd=wnss) \| [github](https://github.com/CVHub520/X-AnyLabeling/releases/download/v1.0.0/ram_swin_large_14m.onnx) |