References:
all
Use the following command to load this dataset in TFDS:
ds = tfds.load('huggingface:red_caps/all')
- Description:
RedCaps is a large-scale dataset of 12M image-text pairs collected from Reddit.
Images and captions from Reddit depict and describe a wide variety of objects and scenes.
The data is collected from a manually curated set of subreddits (350 total),
which give coarse image labels and allow steering of the dataset composition
without labeling individual instances.
- License: CC BY 4.0
- Version: 1.0.0
- Splits:
| Split | Examples |
|---|---|
'train' |
12011121 |
- Features:
{
"image_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"author": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"image_url": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"raw_caption": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"caption": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"subreddit": {
"num_classes": 350,
"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"
],
"id": null,
"_type": "ClassLabel"
},
"score": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"created_utc": {
"dtype": "timestamp[s, tz=UTC]",
"id": null,
"_type": "Value"
},
"permalink": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"crosspost_parents": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}