{"activeVersionTag":"latest","latestAvailableVersionTag":"latest","collection":{"info":{"_postman_id":"d1457d16-3084-42d9-acb5-f3e0a79206fd","name":"TrainingSet.AI API Reference","description":"Welcome to the API documentation for Trainingset.ai platform! It's an easy to use API organized around REST with predictable resource-oriented URLs and you will enjoy it. With the methods described here you will be able to create, access, and delete tasks and projects.\n\nIf you are using Python, check out the [Trainingset.ai Python SDK](https://github.com/trainingset-ai/trainingsetai-python-sdk).\n\n**NOTE:** Postman is currently having issues with \"Run in Postman\" button working in Linux and Mac environments.\n\n# Tasks types\n\nThere are seven types of tasks you can create, each representing a different type of annotation you can get over your images or a categorization task. The six annotation types are Box, Segmentation, PCD (LiDAR), Point, Line, Polygon and image categorization.\n\n![](https://i.imgur.com/6dx3mp9.jpg)\n\n![](https://i.imgur.com/VUmppes.jpg)\n\n# Authentication\n\nThe Trainingsetai API uses API keys to authenticate requests. They are sent in the request header inside \"user_key\" parameter. You can view and manage your API keys in the Trainingsetai Dashboard.\n\n# HTTP status code summary\n\nTrainingsetai uses conventional HTTP response codes to indicate the success or failure of an API request. In general: Codes in the 2xx range indicate success. Codes in the 4xx range indicate an error that failed given the information provided (e.g., a required parameter was omitted). Codes in the 5xx range indicate an error with Trainingsetai's servers (these are rare).\n\n| Error code                | Response object                                              |\n|---------------------------|--------------------------------------------------------------|\n| 200 OK                    | `Object or list`                                             |\n| 401 UNAUTHORIZED          | `{\"error\": {\"code\": 404,\"message\": \"Unauthorized [Headers: user_key is required]\"}}` |\n| 404 NOT FOUND             | `{\"error\": {\"code\": 404,\"message\": \"Not Found\"}}`            |\n| 500 INTERNAL SERVER ERROR | `{\"error\": {\"code\": 500,\"message\": \"Internal Server Error\"}}`|\n\n<a href=\"#csv\"></a>\n# Adding tasks from CSV file\n\nYou can add tasks from dashboard by uploading a CSV file. \n\nRules for adding tasks from CSV are equal to the rules of adding a task by API. Just follow this API document to check what are the attribute names for the type of task you are uploading, which values are allowed and if they are mandatory.\n\nSome other rules to help you out uploading your tasks:\n- First row is the header with attribute names.\n- Don't add any attributes to headers that don't exist on the type of task that you are uploading. If you include these fields we will return a validation error.\n- You are allowed to leave the optional parameters empty.\n\nCheck out some of our examples which you can try on your own:\n\n[Polygon annotation](https://docs.google.com/spreadsheets/d/1NZ8a7OxRxlvw4Lw2smupeGhCVm8DKKKGZVrgm7STOls/edit?usp=sharing)\n\n[Box annotation](https://docs.google.com/spreadsheets/d/1nE90e2RKSwNRM5tsnzFRv9-2Yticb1WfXwAnR4F76kc/edit?usp=sharing)\n\n[Line annotation](https://docs.google.com/spreadsheets/d/1yqxrlHxe9w5fnGzp1nWXWCOr6HussitAxQuBfmLFh98/edit?usp=sharing)\n\n[Point annotation](https://docs.google.com/spreadsheets/d/1EJtPng0FdeF5_D1O_ai4BB4uptAyKf-kjJmhTuaSqGI/edit?usp=sharing)\n\n[Image categorization](https://docs.google.com/spreadsheets/d/14As0urN-yGE30bvomvsXulQocLtOwJInl3m62TkfhrU/edit?usp=sharing)\n\n[Semantic segmentation](https://docs.google.com/spreadsheets/d/1zpsx0R7GDVi-3ur7FV1-eushxlKgpfYoiL4cXx3EZ_4/edit?usp=sharing)\n\n[Point cloud (LiDAR) annotation](https://docs.google.com/spreadsheets/d/1Hdv57hK9VqcCce0S6Lc_Vz1IE43KVtZZW9pLiJLpiR0/edit?usp=sharing)\n\n# Automatic annotations\n\nAfter you upload your task, our model is going to annotate the attachment (currently only 2D images can be auto-annotated). In order to enable automatic annotations set `automatic_prelabel` attribute to `true` and wait a couple of minutes after the task has been added. Once our model is finished, the results will be available in `metadata` attribute.\n\n# Automatic annotations label list\n\nThis is the list of labels which are supported and can be automatically annotated for polygon, box and segmentation annotation tasks:\n\n`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`\n\nThis is the list of labels which are supported and can be automatically annotated for line annotation tasks:\n\n`lane`\n\nThis is the list of labels which are supported and can be automatically annotated for classification annotation tasks:\n\n\n\n| |  | |\n|-|-|-|\n| tench | goldfish | great_white_shark |\n| tiger_shark | hammerhead | electric_ray |\n| stingray | cock | hen |\n| ostrich | brambling | goldfinch |\n| house_finch | junco | indigo_bunting |\n| robin | bulbul | jay |\n| magpie | chickadee | water_ouzel |\n| kite | bald_eagle | vulture |\n| great_grey_owl | European_fire_salamander | common_newt |  \n| eft | spotted_salamander | axolotl |\n| bullfrog | tree_frog | tailed_frog |\n| loggerhead | leatherback_turtle | mud_turtle |\n| terrapin | box_turtle | banded_gecko |\n| common_iguana | American_chameleon | whiptail |\n| agama | frilled_lizard | alligator_lizard |\n| Gila_monster | green_lizard | African_chameleon |\n| Komodo_dragon | African_crocodile | American_alligator |\n| triceratops | thunder_snake | ringneck_snake |\n| hognose_snake | green_snake | king_snake |\n| garter_snake | water_snake | vine_snake |\n| night_snake | boa_constrictor | rock_python |\n| Indian_cobra | green_mamba | sea_snake |\n| horned_viper | diamondback | sidewinder |\n| trilobite | harvestman | scorpion |\n| black_and_gold_garden_spider | barn_spider | garden_spider |\n| black_widow | tarantula | wolf_spider |\n| tick | centipede | black_grouse |\n| ptarmigan | ruffed_grouse | prairie_chicken |\n| peacock | quail | partridge |\n| African_grey | macaw | sulphur-crested_cockatoo |\n| lorikeet | coucal | bee_eater |\n| hornbill | hummingbird | jacamar |\n| toucan | drake | red-breasted_merganser |\n| goose | black_swan | tusker |\n| echidna | platypus | wallaby |\n| koala | wombat | jellyfish |\n| sea_anemone | brain_coral | flatworm |\n| nematode | conch | snail |\n| slug | sea_slug | chiton |\n| chambered_nautilus | Dungeness_crab | rock_crab |\n| fiddler_crab | king_crab | American_lobster |\n| spiny_lobster | crayfish | hermit_crab |\n| isopod | white_stork | black_stork |\n| spoonbill | flamingo | little_blue_heron |\n| American_egret | bittern | crane |\n| limpkin | European_gallinule | American_coot |\n| bustard | ruddy_turnstone | red-backed_sandpiper |\n| redshank | dowitcher | oystercatcher |\n| pelican | king_penguin | albatross |\n| grey_whale | killer_whale | dugong |\n| sea_lion | Chihuahua | Japanese_spaniel |\n| Maltese_dog | Pekinese | Shih-Tzu |\n| Blenheim_spaniel | papillon | toy_terrier |\n| Rhodesian_ridgeback | Afghan_hound | basset |\n| beagle | bloodhound | bluetick |\n| black-and-tan_coonhound | Walker_hound | English_foxhound |\n| redbone | borzoi | Irish_wolfhound |\n| Italian_greyhound | whippet | Ibizan_hound |\n| Norwegian_elkhound | otterhound | Saluki |\n| Scottish_deerhound | Weimaraner | Staffordshire_bullterrier |\n| American_Staffordshire_terrier | Bedlington_terrier | Border_terrier |\n| Kerry_blue_terrier | Irish_terrier | Norfolk_terrier |\n| Norwich_terrier | Yorkshire_terrier | wire-haired_fox_terrier |\n| Lakeland_terrier | Sealyham_terrier | Airedale |\n| cairn | Australian_terrier | Dandie_Dinmont |\n| Boston_bull | miniature_schnauzer | giant_schnauzer |\n| standard_schnauzer | Scotch_terrier | Tibetan_terrier |\n| silky_terrier | soft-coated_wheaten_terrier | West_Highland_white_terrier |\n| Lhasa | flat-coated_retriever | curly-coated_retriever |\n| golden_retriever | Labrador_retriever | Chesapeake_Bay_retriever |\n| German_short-haired_pointer | vizsla | English_setter |\n| Irish_setter | Gordon_setter | Brittany_spaniel |\n| clumber | English_springer | Welsh_springer_spaniel |\n| cocker_spaniel | Sussex_spaniel | Irish_water_spaniel |\n| kuvasz | schipperke | groenendael |\n| malinois | briard | kelpie |\n| komondor | Old_English_sheepdog | Shetland_sheepdog |\n| collie | Border_collie | Bouvier_des_Flandres |\n| Rottweiler | German_shepherd | Doberman |\n| miniature_pinscher | Greater_Swiss_Mountain_dog | Bernese_mountain_dog |\n| Appenzeller | EntleBucher | boxer |\n| bull_mastiff | Tibetan_mastiff | French_bulldog |\n| Great_Dane | Saint_Bernard | Eskimo_dog |\n| malamute | Siberian_husky | dalmatian |\n| affenpinscher | basenji | pug |\n| Leonberg | Newfoundland | Great_Pyrenees |\n| Samoyed | Pomeranian | chow |\n| keeshond | Brabancon_griffon | Pembroke |\n| Cardigan | toy_poodle | miniature_poodle |\n| standard_poodle | Mexican_hairless | timber_wolf |\n| white_wolf | red_wolf | coyote |\n| dingo | dhole | African_hunting_dog |\n| hyena | red_fox | kit_fox |\n| Arctic_fox | grey_fox | tabby |\n| tiger_cat | Persian_cat | Siamese_cat |\n| Egyptian_cat | cougar | lynx |\n| leopard | snow_leopard | jaguar |\n| lion | tiger | cheetah |\n| brown_bear | American_black_bear | ice_bear |\n| sloth_bear | mongoose | meerkat |\n| tiger_beetle | ladybug | ground_beetle |\n| long-horned_beetle | leaf_beetle | dung_beetle |\n| rhinoceros_beetle | weevil | fly |\n| bee | ant | grasshopper |\n| cricket | walking_stick | cockroach |\n| mantis | cicada | leafhopper |\n| lacewing | dragonfly | damselfly |\n| admiral | ringlet | monarch |\n| cabbage_butterfly | sulphur_butterfly | lycaenid |\n| starfish | sea_urchin | sea_cucumber |\n| wood_rabbit | hare | Angora |\n| hamster | porcupine | fox_squirrel |\n| marmot | beaver | guinea_pig |\n| sorrel | zebra | hog |\n| wild_boar | warthog | hippopotamus |\n| ox | water_buffalo | bison |\n| ram | bighorn | ibex |\n| hartebeest | impala | gazelle |\n| Arabian_camel | llama | weasel |\n| mink | polecat | black-footed_ferret |\n| otter | skunk | badger |\n| armadillo | three-toed_sloth | orangutan |\n| gorilla | chimpanzee | gibbon |\n| siamang | guenon | patas |\n| baboon | macaque | langur |\n| colobus | proboscis_monkey | marmoset |\n| capuchin | howler_monkey | titi |\n| spider_monkey | squirrel_monkey | Madagascar_cat |\n| indri | Indian_elephant | African_elephant |\n| lesser_panda | giant_panda | barracouta |\n| eel | coho | rock_beauty |\n| anemone_fish | sturgeon | gar |\n| lionfish | puffer | abacus |\n| abaya | academic_gown | accordion |\n| acoustic_guitar | aircraft_carrier | airliner |\n| airship | altar | ambulance |\n| amphibian | analog_clock | apiary |\n| apron | ashcan | assault_rifle |\n| backpack | bakery | balance_beam |\n| balloon | ballpoint | Band_Aid |\n| banjo | bannister | barbell |\n| barber_chair | barbershop | barn |\n| barometer | barrel | barrow |\n| baseball | basketball | bassinet |\n| bassoon | bathing_cap | bath_towel |\n| bathtub | beach_wagon | beacon |\n| beaker | bearskin | beer_bottle |\n| beer_glass | bell_cote | bib |\n| bicycle-built-for-two | bikini | binder |\n| binoculars | birdhouse | boathouse |\n| bobsled | bolo_tie | bonnet |\n| bookcase | bookshop | bottlecap |\n| bow | bow_tie | brass |\n| brassiere | breakwater | breastplate |\n| broom | bucket | buckle |\n| bulletproof_vest | bullet_train | butcher_shop |\n| cab | caldron | candle |\n| cannon | canoe | can_opener |\n| cardigan | car_mirror | carousel |\n| carpenter's_kit | carton | car_wheel |\n| cash_machine | cassette | cassette_player |\n| castle | catamaran | CD_player |\n| cello | cellular_telephone | chain |\n| chainlink_fence | chain_mail | chain_saw |\n| chest | chiffonier | chime |\n| china_cabinet | Christmas_stocking | church |\n| cinema | cleaver | cliff_dwelling |\n| cloak | clog | cocktail_shaker |\n| coffee_mug | coffeepot | coil |\n| combination_lock | computer_keyboard | confectionery |\n| container_ship | convertible | corkscrew |\n| cornet | cowboy_boot | cowboy_hat |\n| cradle | crane | crash_helmet |\n| crate | crib | Crock_Pot |\n| croquet_ball | crutch | cuirass |\n| dam | desk | desktop_computer |\n| dial_telephone | diaper | digital_clock |\n| digital_watch | dining_table | dishrag |\n| dishwasher | disk_brake | dock |\n| dogsled | dome | doormat |\n| drilling_platform | drum | drumstick |\n| dumbbell | Dutch_oven | electric_fan |\n| electric_guitar | electric_locomotive | entertainment_center |\n| envelope | espresso_maker | face_powder |  \n| feather_boa | file | fireboat |\n| fire_engine | fire_screen | flagpole |\n| flute | folding_chair | football_helmet |\n| forklift | fountain | fountain_pen |\n| four-poster | freight_car | French_horn |\n| frying_pan | fur_coat | garbage_truck |\n| gasmask | gas_pump | goblet |\n| go-kart | golf_ball | golfcart |\n| gondola | gong | gown |\n| grand_piano | greenhouse | grille |\n| grocery_store | guillotine | hair_slide |\n| hair_spray | half_track | hammer |\n| hamper | hand_blower | hand-held_computer |\n| handkerchief | hard_disc | harmonica |\n| harp | harvester | hatchet |\n| holster | home_theater | honeycomb |\n| hook | hoopskirt | horizontal_bar |\n| horse_cart | hourglass | iPod |\n| iron | jack-o'-lantern | jean |\n| jeep | jersey | jigsaw_puzzle |\n| jinrikisha | joystick | kimono |\n| knee_pad | knot | lab_coat |\n| ladle | lampshade | laptop |\n| lawn_mower | lens_cap | letter_opener |\n| library | lifeboat | lighter |\n| limousine | liner | lipstick |\n| Loafer | lotion | loudspeaker |\n| loupe | lumbermill | magnetic_compass |\n| mailbag | mailbox | maillot |\n| maillot | manhole_cover | maraca |\n| marimba | mask | matchstick |\n| maypole | maze | measuring_cup |\n| medicine_chest | megalith | microphone |\n| microwave | military_uniform | milk_can |\n| minibus | miniskirt | minivan |\n| missile | mitten | mixing_bowl |\n| mobile_home | Model_T | modem |\n| monastery | monitor | moped |\n| mortar | mortarboard | mosque |\n| mosquito_net | motor_scooter | mountain_bike |\n| mountain_tent | mouse | mousetrap |\n| moving_van | muzzle | nail |\n| neck_brace | necklace | nipple |\n| notebook | obelisk | oboe |\n| ocarina | odometer | oil_filter |\n| organ | oscilloscope | overskirt |\n| oxcart | oxygen_mask | packet |\n| paddle | paddlewheel | padlock |\n| paintbrush | pajama | palace |\n| panpipe | paper_towel | parachute |\n| parallel_bars | park_bench | parking_meter |\n| passenger_car | patio | pay-phone |\n| pedestal | pencil_box | pencil_sharpener |\n| perfume | Petri_dish | photocopier |\n| pick | pickelhaube | picket_fence |\n| pickup | pier | piggy_bank |\n| pill_bottle | pillow | ping-pong_ball |\n| pinwheel | pirate | pitcher |\n| plane | planetarium | plastic_bag |\n| plate_rack | plow | plunger |\n| Polaroid_camera | pole | police_van |\n| poncho | pool_table | pop_bottle |\n| pot | potter's_wheel | power_drill |\n| prayer_rug | printer | prison |\n| projectile | projector | puck |\n| punching_bag | purse | quill |\n| quilt | racer | racket |\n| radiator | radio | radio_telescope |\n| rain_barrel | recreational_vehicle | reel |\n| reflex_camera | refrigerator | remote_control |\n| restaurant | revolver | rifle |\n| rocking_chair | rotisserie | rubber_eraser |\n| rugby_ball | rule | running_shoe |\n| safe | safety_pin | saltshaker |\n| sandal | sarong | sax |\n| scabbard | scale | school_bus |\n| schooner | scoreboard | screen |\n| screw | screwdriver | seat_belt |\n| sewing_machine | shield | shoe_shop |\n| shoji | shopping_basket | shopping_cart |\n| shovel | shower_cap | shower_curtain |\n| ski | ski_mask | sleeping_bag |\n| slide_rule | sliding_door | slot |\n| snorkel | snowmobile | snowplow |\n| soap_dispenser | soccer_ball | sock |\n| solar_dish | sombrero | soup_bowl |\n| space_bar | space_heater | space_shuttle |\n| spatula | speedboat | spider_web |\n| spindle | sports_car | spotlight |\n| stage | steam_locomotive | steel_arch_bridge |\n| steel_drum | stethoscope | stole |\n| stone_wall | stopwatch | stove |\n| strainer | streetcar | stretcher |\n| studio_couch | stupa | submarine |\n| suit | sundial | sunglass |\n| sunglasses | sunscreen | suspension_bridge |\n| swab | sweatshirt | swimming_trunks |\n| swing | switch | syringe |\n| table_lamp | tank | tape_player |\n| teapot | teddy | television |\n| tennis_ball | thatch | theater_curtain |\n| thimble | thresher | throne |\n| tile_roof | toaster | tobacco_shop |\n| toilet_seat | torch | totem_pole |\n| tow_truck | toyshop | tractor |\n| trailer_truck | tray | trench_coat |\n| tricycle | trimaran | tripod |\n| triumphal_arch | trolleybus | trombone |\n| tub | turnstile | typewriter_keyboard |\n| umbrella | unicycle | upright |\n| vacuum | vase | vault |\n| velvet | vending_machine | vestment |\n| viaduct | violin | volleyball |\n| waffle_iron | wall_clock | wallet |\n| wardrobe | warplane | washbasin |\n| washer | water_bottle | water_jug |\n| water_tower | whiskey_jug | whistle |\n| wig | window_screen | window_shade |\n| Windsor_tie | wine_bottle | wing |\n| wok | wooden_spoon | wool |\n| worm_fence | wreck | yawl |\n| yurt | web_site | comic_book |\n| crossword_puzzle | street_sign | traffic_light |\n| book_jacket | menu | plate |\n| guacamole | consomme | hot_pot |\n| trifle | ice_cream | ice_lolly |\n| French_loaf | bagel | pretzel |\n| cheeseburger | hotdog | mashed_potato |\n| head_cabbage | broccoli | cauliflower |\n| zucchini | spaghetti_squash | acorn_squash |\n| butternut_squash | cucumber | artichoke |\n| bell_pepper | cardoon | mushroom |\n| Granny_Smith | strawberry | orange |\n| lemon | fig | pineapple |\n| banana | jackfruit | custard_apple |\n| pomegranate | hay | carbonara |\n| chocolate_sauce | dough | meat_loaf |\n| pizza | potpie | burrito |\n| red_wine | espresso | cup |\n| eggnog | alp | bubble |\n| cliff | coral_reef | geyser |\n| lakeside | promontory | sandbar |\n| seashore | valley | volcano |\n| ballplayer | groom | scuba_diver |\n| rapeseed | daisy | yellow_lady's_slipper |\n| corn | acorn | hip |\n| buckeye | coral_fungus | agaric |\n| gyromitra | stinkhorn | earthstar |\n| hen-of-the-woods | bolete | ear |\n| toilet_tissue |  |  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