Datasets:
Tasks:
Image-to-Text
Sub-tasks:
image-captioning
Languages:
English
Size:
10M<n<100M
ArXiv:
License:
{ | |
"all": { | |
"description": "RedCaps is a large-scale dataset of 12M image-text pairs collected from Reddit.\nImages and captions from Reddit depict and describe a wide variety of objects and scenes.\nThe data is collected from a manually curated set of subreddits (350 total),\nwhich give coarse image labels and allow steering of the dataset composition\nwithout labeling individual instances.\n", | |
"citation": "@misc{desai2021redcaps,\n title={RedCaps: web-curated image-text data created by the people, for the people},\n author={Karan Desai and Gaurav Kaul and Zubin Aysola and Justin Johnson},\n year={2021},\n eprint={2111.11431},\n archivePrefix={arXiv},\n primaryClass={cs.CV}\n}\n", | |
"homepage": "https://redcaps.xyz/", | |
"license": "CC BY 4.0", | |
"features": { | |
"image_id": { | |
"dtype": "string", | |
"_type": "Value" | |
}, | |
"author": { | |
"dtype": "string", | |
"_type": "Value" | |
}, | |
"image_url": { | |
"dtype": "string", | |
"_type": "Value" | |
}, | |
"raw_caption": { | |
"dtype": "string", | |
"_type": "Value" | |
}, | |
"caption": { | |
"dtype": "string", | |
"_type": "Value" | |
}, | |
"subreddit": { | |
"names": [ | |
"abandonedporn", | |
"abandoned", | |
"absoluteunits", | |
"airplants", | |
"alltheanimals", | |
"amateurphotography", | |
"amateurroomporn", | |
"animalporn", | |
"antiques", | |
"antkeeping", | |
"ants", | |
"aquariums", | |
"architectureporn", | |
"artefactporn", | |
"astronomy", | |
"astrophotography", | |
"australiancattledog", | |
"australianshepherd", | |
"autumnporn", | |
"averagebattlestations", | |
"awwducational", | |
"awwnverts", | |
"axolotls", | |
"backpacking", | |
"backyardchickens", | |
"baking", | |
"ballpython", | |
"barista", | |
"bassfishing", | |
"battlestations", | |
"bbq", | |
"beagle", | |
"beardeddragons", | |
"beekeeping", | |
"beerandpizza", | |
"beerporn", | |
"beerwithaview", | |
"beginnerwoodworking", | |
"bengalcats", | |
"bento", | |
"bernesemountaindogs", | |
"berries", | |
"bettafish", | |
"bicycling", | |
"bikecommuting", | |
"birding", | |
"birdphotography", | |
"birdpics", | |
"birdsofprey", | |
"birds", | |
"blackcats", | |
"blacksmith", | |
"bladesmith", | |
"boatporn", | |
"bonsai", | |
"bookporn", | |
"bookshelf", | |
"bordercollie", | |
"bostonterrier", | |
"botanicalporn", | |
"breadit", | |
"breakfastfood", | |
"breakfast", | |
"bridgeporn", | |
"brochet", | |
"budgetfood", | |
"budgies", | |
"bulldogs", | |
"burgers", | |
"butterflies", | |
"cabinporn", | |
"cactus", | |
"cakedecorating", | |
"cakewin", | |
"cameras", | |
"campingandhiking", | |
"camping", | |
"carnivorousplants", | |
"carpentry", | |
"carporn", | |
"cassetteculture", | |
"castiron", | |
"castles", | |
"casualknitting", | |
"catpictures", | |
"cats", | |
"ceramics", | |
"chameleons", | |
"charcuterie", | |
"cheesemaking", | |
"cheese", | |
"chefit", | |
"chefknives", | |
"chickens", | |
"chihuahua", | |
"chinchilla", | |
"chinesefood", | |
"churchporn", | |
"cider", | |
"cityporn", | |
"classiccars", | |
"cockatiel", | |
"cocktails", | |
"coffeestations", | |
"coins", | |
"cookiedecorating", | |
"corgi", | |
"cornsnakes", | |
"cozyplaces", | |
"crafts", | |
"crestedgecko", | |
"crochet", | |
"crossstitch", | |
"crows", | |
"crystals", | |
"cupcakes", | |
"dachshund", | |
"damnthatsinteresting", | |
"desertporn", | |
"designmyroom", | |
"desksetup", | |
"dessertporn", | |
"dessert", | |
"diy", | |
"dobermanpinscher", | |
"doggos", | |
"dogpictures", | |
"drunkencookery", | |
"duck", | |
"dumpsterdiving", | |
"earthporn", | |
"eatsandwiches", | |
"embroidery", | |
"entomology", | |
"equestrian", | |
"espresso", | |
"exposureporn", | |
"eyebleach", | |
"f1porn", | |
"farming", | |
"femalelivingspace", | |
"fermentation", | |
"ferrets", | |
"fireporn", | |
"fishing", | |
"fish", | |
"flowers", | |
"flyfishing", | |
"foodporn", | |
"food", | |
"foraging", | |
"fossilporn", | |
"fountainpens", | |
"foxes", | |
"frenchbulldogs", | |
"frogs", | |
"gardening", | |
"gardenwild", | |
"geckos", | |
"gemstones", | |
"geologyporn", | |
"germanshepherds", | |
"glutenfree", | |
"goldenretrievers", | |
"goldfish", | |
"gold", | |
"greatpyrenees", | |
"grilledcheese", | |
"grilling", | |
"guineapigs", | |
"gunporn", | |
"guns", | |
"hamsters", | |
"handtools", | |
"healthyfood", | |
"hedgehog", | |
"helicopters", | |
"herpetology", | |
"hiking", | |
"homestead", | |
"horses", | |
"hotpeppers", | |
"houseplants", | |
"houseporn", | |
"husky", | |
"icecreamery", | |
"indoorgarden", | |
"infrastructureporn", | |
"insects", | |
"instantpot", | |
"interestingasfuck", | |
"interiordesign", | |
"itookapicture", | |
"jellyfish", | |
"jewelry", | |
"kayakfishing", | |
"kayaking", | |
"ketorecipes", | |
"knifeporn", | |
"knives", | |
"labrador", | |
"leathercraft", | |
"leopardgeckos", | |
"lizards", | |
"lookatmydog", | |
"macarons", | |
"machineporn", | |
"macroporn", | |
"malelivingspace", | |
"mead", | |
"mealprepsunday", | |
"mechanicalkeyboards", | |
"mechanicalpencils", | |
"melts", | |
"metalworking", | |
"microgreens", | |
"microporn", | |
"mildlyinteresting", | |
"mineralporn", | |
"monitors", | |
"monstera", | |
"mostbeautiful", | |
"motorcycleporn", | |
"muglife", | |
"mushroomgrowers", | |
"mushroomporn", | |
"mushrooms", | |
"mycology", | |
"natureisfuckinglit", | |
"natureporn", | |
"nebelung", | |
"orchids", | |
"otters", | |
"outdoors", | |
"owls", | |
"parrots", | |
"pelletgrills", | |
"pens", | |
"perfectfit", | |
"permaculture", | |
"photocritique", | |
"photographs", | |
"pics", | |
"pitbulls", | |
"pizza", | |
"plantbaseddiet", | |
"plantedtank", | |
"plantsandpots", | |
"plants", | |
"pomeranians", | |
"pottery", | |
"pourpainting", | |
"proplifting", | |
"pugs", | |
"pug", | |
"quilting", | |
"rabbits", | |
"ramen", | |
"rarepuppers", | |
"reeftank", | |
"reptiles", | |
"resincasting", | |
"roomporn", | |
"roses", | |
"rottweiler", | |
"ruralporn", | |
"sailing", | |
"salsasnobs", | |
"samoyeds", | |
"savagegarden", | |
"scotch", | |
"seaporn", | |
"seriouseats", | |
"sewing", | |
"sharks", | |
"shiba", | |
"shihtzu", | |
"shrimptank", | |
"siamesecats", | |
"siberiancats", | |
"silverbugs", | |
"skyporn", | |
"sloths", | |
"smoking", | |
"snails", | |
"snakes", | |
"sneakers", | |
"sneks", | |
"somethingimade", | |
"soup", | |
"sourdough", | |
"sousvide", | |
"spaceporn", | |
"spicy", | |
"spiderbro", | |
"spiders", | |
"squirrels", | |
"steak", | |
"streetphotography", | |
"succulents", | |
"superbowl", | |
"supermodelcats", | |
"sushi", | |
"tacos", | |
"tarantulas", | |
"tastyfood", | |
"teaporn", | |
"tea", | |
"tequila", | |
"terrariums", | |
"thedepthsbelow", | |
"thriftstorehauls", | |
"tinyanimalsonfingers", | |
"tonightsdinner", | |
"toolporn", | |
"tools", | |
"torties", | |
"tortoise", | |
"tractors", | |
"trailrunning", | |
"trains", | |
"trucks", | |
"turtle", | |
"underwaterphotography", | |
"upcycling", | |
"urbanexploration", | |
"urbanhell", | |
"veganfoodporn", | |
"veganrecipes", | |
"vegetablegardening", | |
"vegetarian", | |
"villageporn", | |
"vintageaudio", | |
"vintage", | |
"vinyl", | |
"volumeeating", | |
"watches", | |
"waterporn", | |
"weatherporn", | |
"wewantplates", | |
"wildernessbackpacking", | |
"wildlifephotography", | |
"wine", | |
"winterporn", | |
"woodcarving", | |
"woodworking", | |
"workbenches", | |
"workspaces", | |
"yarnaddicts", | |
"zerowaste" | |
], | |
"_type": "ClassLabel" | |
}, | |
"score": { | |
"dtype": "int32", | |
"_type": "Value" | |
}, | |
"created_utc": { | |
"dtype": "timestamp[s, tz=UTC]", | |
"_type": "Value" | |
}, | |
"permalink": { | |
"dtype": "string", | |
"_type": "Value" | |
}, | |
"crosspost_parents": { | |
"feature": { | |
"dtype": "string", | |
"_type": "Value" | |
}, | |
"_type": "Sequence" | |
} | |
}, | |
"builder_name": "red_caps", | |
"dataset_name": "red_caps", | |
"config_name": "all", | |
"version": { | |
"version_str": "1.0.0", | |
"description": "", | |
"major": 1, | |
"minor": 0, | |
"patch": 0 | |
}, | |
"splits": { | |
"train": { | |
"name": "train", | |
"num_bytes": 3235576573, | |
"num_examples": 12011121, | |
"dataset_name": null | |
} | |
}, | |
"download_size": 1893628404, | |
"dataset_size": 3235576573, | |
"size_in_bytes": 5129204977 | |
} | |
} |