metadata
dataset_info:
features:
- name: uid
dtype: int64
- name: image
dtype: image
- name: challenge
dtype:
class_label:
names:
'0': 1-Second_Exposure
'1': 100_Meters
'2': 100_Years_Old
'3': 100_Years_Old_II
'4': 12_Days_Of_Christmas
'5': 1970s
'6': 2-Second_Exposure
'7': 2_Person_Portrait
'8': 30_Seconds_or_More
'9': 47_Steps
'10': 4_00-5_00_am
'11': 4_00-5_00_am_II
'12': 7_Deadly_Sins
'13': 7_Deadly_Sins_II
'14': 7_Deadly_Sins_III
'15': 7_Heavenly_Virtues
'16': 7_Heavenly_Virtues_II
'17': AA_Battery
'18': ABC...LMN...XYZ
'19': A_Bugs_Life_Insects_Bugs_Beetle
'20': A_Hug_And_A_Kiss
'21': A_Is_For________
'22': A_Night_on_the_Town
'23': A_Single_Line
'24': A_Single_Tree
'25': A_Single_Tree_II
'26': Abandoned
'27': Abandoned_Buildings
'28': Abandoned_Buildings_II
'29': Absolut_Advertisement
'30': Absolut_Advertisement_II
'31': Abstract
'32': Abstract_Emotion
'33': Abstract_Food
'34': Abstract_II
'35': Abstract_Macro
'36': Abstract_Macro_II
'37': Abstract_Macro_III
'38': Abstract_Motion
'39': Accidental_Letters
'40': Accidental_Letters_II
'41': Acronyms
'42': Action_Shot
'43': Action_Shot_II
'44': Action_Shot_III
'45': Adulthood_Without_Adults
'46': Advertisement
'47': Advertisement_III
'48': Advertisement_Revisited
'49': Affluence
'50': Affluence_II
'51': After_Dark
'52': After_the_Game
'53': Afterlife
'54': All_Alone
'55': All_Four_Elements
'56': All_I_Want_for_Christmas
'57': All_Things_Being_Equal_Three
'58': Alone_In_A_Crowd
'59': Alternative_Medicine
'60': Anachronism
'61': Animal_People_Interaction
'62': Animals_In_Motion
'63': Ansel_Adams
'64': Ansel_Adams_II
'65': Anything_But_Landscape
'66': Apple
'67': Apple_II
'68': Architecture
'69': Architecture_II
'70': Architecture_III
'71': Architecture_IV
'72': Architecture_V
'73': Architecture_VI
'74': Artificial_Lighting
'75': Asia
'76': At_Rest
'77': At_Work
'78': At_the_Zoo
'79': Authority
'80': Automobile_Ad
'81': Automobile_Ad_II
'82': Baby_Animals
'83': Back_To_School
'84': Back_To_School_II
'85': Backlighting
'86': Backlighting_II
'87': Backlighting_III
'88': Backlighting_IV
'89': Backsides
'90': Bad
'91': Balance
'92': Balloons
'93': Banana
'94': Band_Names
'95': Bank
'96': Batteries
'97': Battle_Of_The_Sexes
'98': Beatles_Song_Lyrics
'99': Beauty
'100': Beauty_In_The_Everyday
'101': Beer_or_Soft_Drink_Advertisement
'102': Beer_or_Soft_Drink_Advertisement_II
'103': Before_and_After
'104': Before_and_After_II
'105': Begin
'106': Benches
'107': Best_Friends
'108': Best_Of_2002
'109': Best_Of_2006
'110': Best_Of_2007
'111': Best_Of_2008
'112': Best_of_2004
'113': Best_of_2005
'114': Best_of_2009
'115': Best_of_2010
'116': Between_the_Knee_and_the_Neck
'117': Beverages
'118': Bicycles
'119': Bicycles_II
'120': Billboard
'121': Birds
'122': Birds_II
'123': Birds_In_Flight
'124': Bits___Pieces
'125': Bits___Pieces_II
'126': Bizarre_Nature
'127': Bizarrechitecture
'128': Black
'129': Black___White
'130': Black___White_II
'131': Black___White_III
'132': Black___White_IV
'133': Black_and_White_Landscape
'134': Black_and_White_Portrait
'135': Black_and_White_Portrait_II
'136': Black_and_White_Still_Life
'137': Black_and_White_in_Color
'138': Black_and_White_in_Color_II
'139': Black_on_Black
'140': Black_on_Black_II
'141': Blue
'142': Blue_II
'143': Blue_III
'144': Blurry_Mess
'145': Boats
'146': Boats_II
'147': Body_Forms
'148': Body_Parts
'149': Body_Parts_II
'150': Bokeh
'151': Bokeh_II
'152': Bokeh_III
'153': Bokeh_IV
'154': Bokeh_V
'155': Bokeh_VI
'156': Bokeh_VII
'157': Bond,_James_Bond
'158': Book_Smarts
'159': Book_Titles
'160': Book_Titles_II
'161': Books
'162': Bored
'163': Bored_II
'164': Botany
'165': Bovine
'166': Branch
'167': Branch_II
'168': Bread
'169': Breaking_New_Ground
'170': Bridges
'171': Bridges_II
'172': Bridges_III
'173': Broken
'174': Broken_II
'175': Brown
'176': Brown_Ribbon_Deja_Vu
'177': Brown_Ribbon_Deja_Vu_II
'178': Bubbles
'179': Bubbles_II
'180': Bubbles_III
'181': Bummer!
'182': Burst_of_Color
'183': Burst_of_Color_II
'184': Burst_of_Color_III
'185': Busy
'186': Calendar
'187': Calendar_II
'188': Calendar_III
'189': Camera_Bag
'190': Camera_Movement
'191': Camera_Phone_Free_Study
'192': Camera_Self_Portrait
'193': Camouflage
'194': Candid
'195': Candid_II
'196': Candid_III
'197': Candid_IV
'198': Candid_V
'199': Candid_VI
'200': Candlelight
'201': Candy
'202': Candy_II
'203': Cardboard_Box
'204': Celebration
'205': Cell_Phone_Mania
'206': Cemetery
'207': Centered_Composition
'208': Centered_Composition_II
'209': Centered_Composition_III
'210': Centered_Composition_IV
'211': Chains
'212': Chairs
'213': Chalk
'214': Changed
'215': Chaos
'216': Chaos_II
'217': Cheater!
'218': Chemistry
'219': Childhood_Without_Children
'220': Childhood_Without_Children_II
'221': Children
'222': Childrens_Toy
'223': Childrens_Toy_II
'224': Childrens_Toy_III
'225': Chinese_Zodiac
'226': Chips
'227': Chocolate
'228': Choices
'229': Christmas_Song_Titles
'230': Chrome
'231': Churches
'232': Circle
'233': Circle_II
'234': Circle_III
'235': City_Life
'236': City_Life_II
'237': Classy_Holiday_Decorations
'238': Closing
'239': Clouds
'240': Clowns
'241': Coffee
'242': Coffee_Shop
'243': Cold
'244': Cold_II
'245': Collections
'246': Color
'247': Color_Portrait
'248': Color_Portrait_II
'249': Color_Studio_Portrait
'250': Color_Studio_Portrait_II
'251': Color_Studio_Portrait_III
'252': Color_in_Black_and_White
'253': Color_on_Color
'254': Color_on_Color_II
'255': Color_on_Color_III
'256': Comfort
'257': Communication
'258': Complementary_Colors
'259': Complementary_Colors_II
'260': Complementary_Colors_III
'261': Complementary_Colors_IV
'262': Complementary_Colors_V
'263': Complexity
'264': Conflict
'265': Conspiracy
'266': Constructed_By_Man
'267': Constructed_By_Nature
'268': Construction
'269': Construction_II
'270': Contrasts
'271': Contre-Jour_II
'272': Contre-jour
'273': Contre-jour_III
'274': Cool_Colors
'275': Cool_Colors_II
'276': Country_Life
'277': Country_Life_II
'278': Country_Life_III
'279': Country_Music_Song_Titles
'280': Crayons___Colored_Pencils
'281': Crime_Scene
'282': Crossdress
'283': Cultural_Events
'284': Curves
'285': Curves_II
'286': DNMC
'287': DPCPrints.com_Sticker_Design
'288': DPC_Album_Cover
'289': DPC_Cinema
'290': DPC_Cinema_II
'291': DPChallenge.com_Sticker_Design
'292': DPChallenge_User_Portrait
'293': DPL_Album_Cover
'294': D_L
'295': Dairy
'296': Dance
'297': Dappled_Light
'298': Darkness
'299': Darkness_II
'300': Day_Taken_At_Night
'301': De-Motivational_Poster
'302': Dead_End
'303': Death
'304': Death_II
'305': December_Free_Study
'306': Decisions
'307': Deep_DOF
'308': Deep_DOF_II
'309': Defining_Feature
'310': Deja_Vu
'311': Deja_Vu_II
'312': Deja_Vu_III
'313': Delicate
'314': Delicate_II
'315': Design___Engineering
'316': Desolation
'317': Desolation_II
'318': Despair
'319': Destinations
'320': Diagonal
'321': Dichotomy
'322': Dirt
'323': Disassembled_Objects
'324': Distance
'325': Dolls___Puppets
'326': Door_Knobs,_Handles___Locks
'327': Doors
'328': Double_Exposure
'329': Double_Take
'330': Double_Take_II
'331': Double_Take_III
'332': Dr._Seuss
'333': Drama
'334': Dreams
'335': Dreams_II
'336': Dreams_III
'337': Dreams_and_Nightmares
'338': Ducky
'339': Ducky_II
'340': Duotones
'341': Duotones_II
'342': Duotones_III
'343': Duotones_IV
'344': Earliest_Memory
'345': Education
'346': Edward_Weston
'347': Electricity
'348': Emotion
'349': Empty_Room
'350': Empty_Room_II
'351': End
'352': Enemies
'353': Enthused
'354': Entrance
'355': Entrance_II
'356': Environmental_Portrait
'357': Environmental_Portrait_II
'358': Even
'359': Even_II
'360': Evening
'361': Every_Picture_Tells_A_Story
'362': Everyday_Objects
'363': Exit
'364': Exit_II
'365': Exposed
'366': Extraordinary
'367': Extreme_Action
'368': Extreme_Emotion_Faceless
'369': Extreme_Supermoon
'370': Faceless
'371': Faceless_Portrait
'372': Faces_in_Household_Items
'373': Failure
'374': Fairy_Tales
'375': Fairy_Tales_II
'376': Fairy_Tales_III
'377': Fallen
'378': Family
'379': Family_II
'380': Famous_Last_Words
'381': Famous_Photograph
'382': Fantasy
'383': Fantasy_World
'384': Far_Side_Gary_Larson_Tribute
'385': Fashion
'386': Fashion_II
'387': Fast_Food
'388': Fauna
'389': Fauna_II
'390': Fauna_III
'391': Fear
'392': Feast
'393': Feet
'394': Female_Portrait
'395': Fences
'396': Fences_II
'397': Fences_III
'398': Fill_Flash
'399': Fill_Flash_II
'400': Fill_the_Frame
'401': Fill_the_Frame_II
'402': Fill_the_Frame_III
'403': Fine_Arts_Exhibit_1
'404': Fine_Arts_Exhibit_2
'405': Fire
'406': Fire_II
'407': Fire_III
'408': Fire_IV
'409': Fireworks
'410': Fireworks_II
'411': Fireworks_III
'412': Fireworks_IV
'413': First_Entry
'414': Fitness
'415': Five
'416': Flight
'417': Flora
'418': Flora_II
'419': Flora_III
'420': Flowers
'421': Flowers_II
'422': Flowers_in_Garden___Field
'423': Focal_Point
'424': Foliage
'425': Footwear
'426': Footwear_II
'427': For_Sale
'428': Foreground_Bokeh
'429': Four
'430': Framing
'431': Framing_II
'432': Framing_III
'433': Framing_IV
'434': Free_Study
'435': Free_Study_2007-01
'436': Free_Study_2007-02
'437': Free_Study_2007-03
'438': Free_Study_2007-04
'439': Free_Study_2007-05
'440': Free_Study_2007-06
'441': Free_Study_2007-07
'442': Free_Study_2007-08
'443': Free_Study_2007-09
'444': Free_Study_2007-10
'445': Free_Study_2007-11
'446': Free_Study_2007-12
'447': Free_Study_2008-01
'448': Free_Study_2008-02
'449': Free_Study_2008-03
'450': Free_Study_2008-04
'451': Free_Study_2008-05
'452': Free_Study_2008-06
'453': Free_Study_2008-07
'454': Free_Study_2008-08
'455': Free_Study_2008-09
'456': Free_Study_2008-10
'457': Free_Study_2008-11
'458': Free_Study_2008-12
'459': Free_Study_2009-01
'460': Free_Study_2009-02
'461': Free_Study_2009-03
'462': Free_Study_2009-04
'463': Free_Study_2009-05
'464': Free_Study_2009-06
'465': Free_Study_2009-07
'466': Free_Study_2009-08
'467': Free_Study_2009-09
'468': Free_Study_2009-10
'469': Free_Study_2009-11
'470': Free_Study_2009-12
'471': Free_Study_2010-01
'472': Free_Study_2010-02
'473': Free_Study_2010-03
'474': Free_Study_2010-04
'475': Free_Study_2010-05
'476': Free_Study_2010-06
'477': Free_Study_2010-07
'478': Free_Study_2010-08
'479': Free_Study_2010-09
'480': Free_Study_2010-10
'481': Free_Study_2010-11
'482': Free_Study_2010-12
'483': Free_Study_2011-01
'484': Free_Study_2011-02
'485': Free_Study_2011-03
'486': Free_Study_2011-04
'487': Free_Study_2011-05
'488': Free_Study_IX
'489': Free_Study_VIII
'490': Free_Study_X
'491': Free_Study_XI
'492': Free_Study_XII
'493': Free_Study_XIII
'494': Free_Study_XIV
'495': Free_Study_XV
'496': Free_Study_XVI
'497': Free_Study_XVII
'498': Freedom
'499': Freedom_II
'500': Friends
'501': From_Above
'502': From_Above_II
'503': From_The_Knees_Down
'504': From_the_Ground_Up
'505': From_the_Ground_Up_II
'506': From_the_Ground_Up_III
'507': From_the_Ground_Up_IV
'508': From_the_Ground_Up_V
'509': From_the_Ground_Up_VI
'510': Fruits_and_Vegetables
'511': Fruits_and_Vegetables_II
'512': Full-Length_Studio_Shot
'513': Furniture
'514': Furniture_II
'515': Games
'516': Games_II
'517': Garage_Art
'518': Garbage
'519': Garbage_II
'520': Gas_Stations
'521': Geology
'522': Giving_Thanks
'523': Glamour
'524': Glass
'525': Glass_II__with_a_twist_
'526': Glasses
'527': Gold
'528': Gold_II
'529': Good
'530': Got_Milk
'531': Got_Milk_Portrait
'532': Grace
'533': Graffiti_
'534': Granular
'535': Green
'536': Green_II
'537': Green_star_II
'538': Greeting_Cards
'539': Grey
'540': Group_Portrait
'541': Grunge
'542': HDR
'543': HDR_II
'544': HDR_III
'545': Habits
'546': Hair
'547': Half
'548': Half_II
'549': Halloween
'550': Halloween_II
'551': Halloween_III
'552': Halloween_Song_Titles
'553': Hands
'554': Hanging_On_By_A_Thread
'555': Harsh_Environments
'556': Harsh_Environments_II
'557': Hate
'558': Hate_II
'559': Headwear
'560': Headwear_II
'561': Healthy_Food
'562': Heart
'563': Heart_II
'564': Heat
'565': Heaven
'566': Hell
'567': Henri_Cartier-Bresson
'568': Heroes
'569': Hidden_Faces
'570': Hidden_Gem_--_1,000th_Challenge!
'571': Hidden_Gem_Break_Time
'572': Hidden_Treasures
'573': High_Contrast
'574': High_Contrast_II
'575': High_Contrast_III
'576': High_Contrast_IV
'577': High_Key
'578': Holiday_Catalog
'579': Holidays
'580': Holy_Places
'581': Home_Sweet_Home
'582': Homemade_Landscapes
'583': Homemade_Landscapes_II
'584': Honey
'585': Hope
'586': Hope_II
'587': Horizon_Line
'588': Horse_s_
'589': Hot
'590': Hot_II
'591': Household_Appliances
'592': Humor
'593': Humor_II
'594': Humor_III
'595': I_Bought_It_On_eBay
'596': I_Quit
'597': Ice
'598': Ice_II
'599': Illuminative_Subject
'600': Illusions
'601': Illusions_II
'602': Image_Grain
'603': Image_Grain_II
'604': Image_Grain_III
'605': Image_without_Subject
'606': Immovable
'607': Implied_Lines
'608': Impressionism
'609': Impressionism_II
'610': In_The_Style_Of_Heida
'611': In_The_Style_Of_Nixter
'612': In_The_Style_Of_librodo
'613': In_the_Beginning...
'614': In_the_Garden
'615': In_the_Garden_II
'616': Indecision
'617': Independence
'618': Indoor_Macro_Shot
'619': Indulgence
'620': Industrial
'621': Industrial_II
'622': Infinite
'623': Innocent_Bystander
'624': Insects
'625': Insects_II
'626': Inside_Looking_Out
'627': Inside_Looking_Out_II
'628': Inside_Out
'629': Intimacy
'630': Into_or_Out_Of_the_Frame
'631': Irony
'632': Its_All_About_Position
'633': Jewelry_Advertisement
'634': John_Lennon_Song_or_Lyrics
'635': Jump
'636': Jump_II
'637': June_Free_Study
'638': Kids_With_Toys
'639': Kitchen_Art
'640': Kitchenware
'641': Knife_Fork_Spoon
'642': Lamp
'643': Land__not_sea_
'644': Landmarks
'645': Landscape
'646': Landscape_II
'647': Landscape_III
'648': Landscape_IV
'649': Landscape_V
'650': Landscape_in_Portrait_Orientation
'651': Langdons_Birthday
'652': Language
'653': Late_Night
'654': Lawn
'655': Layers
'656': Leading_Lines
'657': Leading_Lines_II
'658': Leading_Lines_III
'659': Leading_Lines_IV
'660': Leading_Lines_V
'661': Least_Most_Favorite_Household_Items
'662': Led_Zeppelin
'663': Lenscap
'664': Letting_Go
'665': Life
'666': Life_II
'667': Life_III
'668': Life_IV
'669': Life_In_Your_City
'670': Life___Death
'671': Light
'672': Light_Bulb
'673': Light_II
'674': Light_On_White
'675': Light_On_White_II
'676': Light_Source
'677': Light_on_White_III
'678': Light_on_White_IV
'679': Light_on_White_V
'680': Lighter_Than_Air
'681': Lighting
'682': Lighting_II
'683': Lighting_III
'684': Lighting_IV
'685': Lines
'686': Lines_II
'687': Lines_III
'688': Lingerie
'689': Liquid
'690': Literalisms
'691': Literary_Adventure
'692': Live_Music
'693': Lonely_Shoes_In_Black_and_White
'694': Long_Exposure
'695': Long_Exposure_II
'696': Long_Exposure_III
'697': Long_Exposure_IV
'698': Long_Exposure_V
'699': Love
'700': Love_II
'701': Love_III
'702': Low_Key
'703': Low_Key_II
'704': Low_Key_IV
'705': Low_Tech
'706': Lucky
'707': Lucky_13
'708': Lucky_7
'709': Lucky_7_II
'710': Lucky_7_III
'711': Macro
'712': Macro_II
'713': Macro_III
'714': Macro_IV
'715': Macro_V
'716': Macro_VI
'717': Macro_VII
'718': Macro_Without_Bugs_or_Flowers
'719': Macro_Without_Bugs_or_Flowers_II
'720': Macro_Without_Bugs_or_Flowers_III
'721': Magazine_Cover
'722': Magazine_Cover_Revisited
'723': Magic___Mystery
'724': Magnifying_Glass
'725': Main_Street
'726': Male_Portrait
'727': March_Free_Study
'728': Marshmallow_Peeps
'729': Masks
'730': Master_of_Disguise
'731': Masters_Free_Study
'732': Masters_Free_Study_II
'733': Match
'734': Mathematics
'735': Mechanical
'736': Memorials_and_Monuments
'737': Metal
'738': Metal_on_Metal
'739': Michael_Jackson_Song_Lyrics
'740': Mid-Day_Sun
'741': Military
'742': Miniature
'743': Miniature_II
'744': Minimalism
'745': Minimalism_II
'746': Minimalism_in_Black_and_White
'747': Minimalist_Landscape
'748': Mirrors
'749': Mirrors_II
'750': Misquotes
'751': Missed_Focus
'752': Missed_Focus_II
'753': Missing_Link
'754': Misunderstanding
'755': Money
'756': Money_II
'757': Monty_Python
'758': Monuments
'759': Moods
'760': Morning
'761': Morning_II
'762': Mother
'763': Motion
'764': Motion_Blur
'765': Motion_Blur_II
'766': Motion_Blur_III
'767': Motion_Blur_IV
'768': Motion_Panning
'769': Motion_Panning_II
'770': Motion_Panning_III
'771': Motivational_Poster
'772': Motivational_Poster_II
'773': Motivational_Poster_III
'774': Movie_Titles
'775': Movie_Titles_II
'776': Movies
'777': Movies_II
'778': Mug_Shot
'779': Multi-Image_Compositions
'780': Multiple_Light_Sources
'781': Multiple_Light_Sources_II
'782': Mundane
'783': Music
'784': Mythical_Creatures
'785': National_Geographic
'786': Natural_Light_Indoors
'787': Natural_Light_Portrait
'788': Natural_Numbers
'789': Naturally_Framed
'790': Negative_Image
'791': Negative_Image_II
'792': Negative_Image_III
'793': Negative_Space
'794': Negative_Space_II
'795': Negative_Space_III
'796': Negative_Space_IV
'797': Neon
'798': Neon_Signs
'799': Never_Seen_on_DPC!
'800': Never_Seen_on_DPC_II
'801': New_Years_Resolution
'802': New_Years_Resolution_II
'803': New_Years_Resolution_III
'804': Newspaper
'805': Night_Shot
'806': Night_Shot_II
'807': Night_Shot_III
'808': Night_Shot_IV
'809': Night_Shot_V
'810': Night_Sky
'811': Nightmares
'812': Nightmares_II
'813': Nine
'814': Nostalgia
'815': Not_Quite_Right
'816': Nude
'817': Nude_II
'818': Nude_III
'819': Nude_IV
'820': Nude_V
'821': Numbers
'822': Object_Isolation_by_Contrast
'823': Obsolete
'824': Obvious_Tripod
'825': October_Free_Study
'826': Odd
'827': Odd_II
'828': Off-Center_Subject
'829': Off-Centered_Subject_II
'830': Off-Centered_Subject_III
'831': Off-Screen_Expectation
'832': Office_Art
'833': Oil
'834': Old_Cars
'835': Old_Ways
'836': Old_and_New
'837': On_the_Beach
'838': On_the_Edge
'839': On_the_Road
'840': Once_in_a_Blue_Moon
'841': One_In_7_Billion
'842': Oops!
'843': Oops!_II
'844': Opening
'845': Opposites
'846': Orange
'847': Orange_II
'848': Orange_III
'849': Order
'850': Other_Art_Forms
'851': Out_of_Balance
'852': Out_of_Place
'853': Out_of_The_Ordinary
'854': Outdoor_Macro_Shot
'855': Outdoor_Night_Portrait
'856': Outside_Looking_In
'857': Outside_Looking_In_II
'858': Over-
'859': Overexposed
'860': Oxymoron
'861': Oxymoron_ll
'862': PEAS!
'863': Pain
'864': Painted_Face
'865': Painting_With_Light_II
'866': Painting_With_Light_III
'867': Painting_with_Light
'868': Pajamas
'869': Panning
'870': Paper
'871': Parallel_Lines
'872': Parallel_Lines_II
'873': Partners
'874': Parts
'875': Passing_Time
'876': Pasta
'877': Pastels
'878': Pattern
'879': Pattern_II
'880': Pattern_III
'881': Paul_Simon_Lyrics
'882': Payphones
'883': Peace
'884': Peanuts
'885': Peek-a-Boo
'886': Pencil
'887': People
'888': People_II
'889': Periodic_Table
'890': Personality
'891': Personification
'892': Personification_II
'893': Personification_III
'894': Personified_Smiles_and_Frowns
'895': Perspective
'896': Perspective_II
'897': Perspective_III
'898': Perspective_IV
'899': Perspective_V
'900': Perspective_VI
'901': Pet_Portrait
'902': Pet_Portrait_II
'903': Pet_Portrait_III
'904': Pet_Portrait_IV
'905': Pets_and_Their_People
'906': Phobia
'907': Photographing_Photographers
'908': Photojournalism
'909': Photojournalism_II
'910': Photojournalism_III
'911': Photojournalism_IV
'912': Photoshop_Terms
'913': Pi
'914': Pi_II
'915': Pick_Two
'916': Pieces_of_the_Human_Form
'917': Pigeons
'918': Pink
'919': Pink_Floyd
'920': Pink_II
'921': Planes,_Trains_and_Automobiles
'922': Planes,_Trains_and_Automobiles_II
'923': Play
'924': Playtime
'925': Point_Of_Color_II
'926': Point_of_Color
'927': Point_of_View
'928': Point_of_View_II
'929': Point_of_View_III
'930': Polka_Dots
'931': Pollution
'932': Pop_Culture
'933': Popcorn
'934': Portrait
'935': Portrait_From_Behind
'936': Portrait_Of_A_Wild_Bird
'937': Portrait_Of_The_Elderly
'938': Portrait_Triptych
'939': Portrait_in_Landscape_Orientation
'940': Portrait_of_a_Camera
'941': Portrait_with_Chair
'942': Portrait_with_Spectacles
'943': Portraits_Without_Children
'944': Post-It_Note
'945': Postcard
'946': Postcard_II
'947': Postcard_III
'948': Posthumous_Ribbon
'949': Potatoes
'950': Poverty
'951': Poverty_II
'952': Power
'953': Powerlines
'954': Practical_Jokes
'955': Pride
'956': Primary_Colors
'957': Procrastination
'958': Product_Shot
'959': Product_Shot_II
'960': Progress
'961': Promote_Your_Zoo
'962': Propaganda
'963': Proportion
'964': Pure...
'965': Purple_II
'966': Purple_III
'967': Puzzle_Macro
'968': Puzzle_Macro_II
'969': Puzzle_Macro_III
'970': Puzzle_Macro_IV
'971': Puzzled
'972': Queen_Song_Lyrics
'973': Rain
'974': Rain_II
'975': Rainbow
'976': Rainbow_II
'977': Recipe__Beverage_
'978': Recipe__Food_
'979': Recipe__Food__II
'980': Recipe__Food__III
'981': Rectangle
'982': Red
'983': Red_II
'984': Red_III
'985': Reflections_Without_Mirrors
'986': Reflections_Without_Mirrors_II
'987': Reflections_Without_Mirrors_III
'988': Reflections_Without_Mirrors_IV
'989': Reflections_Without_Mirrors_V
'990': Refraction_of_Light
'991': Rejected_Movie_Poster
'992': Religion
'993': Religion_II
'994': Remember_Those
'995': Repetition
'996': Rhythm
'997': Rhythm_II
'998': Rhythm_III
'999': Right_Angles
'1000': Risk
'1001': Rivers___Streams
'1002': Road
'1003': Road_Signs
'1004': Road_Signs_IV
'1005': Road_Signs_Re-revisited
'1006': Road_Signs_Revisited
'1007': Rock,_Paper,_Scissors
'1008': Rock_Song_Titles
'1009': Rocks,_Stones,_Pebbles
'1010': Rolling_Stones_Songs
'1011': Romance
'1012': Room
'1013': Rope
'1014': Round
'1015': Rubber_Ducky
'1016': Rubber_Ducky_II
'1017': Rule_of_Thirds
'1018': Rule_of_Thirds_II
'1019': Rule_of_Thirds_III
'1020': Rule_of_Thirds_IV
'1021': Rule_of_Thirds_V
'1022': Rural_Decay
'1023': Rural_Landscapes
'1024': Rural_Landscapes_II
'1025': Rusted
'1026': Rusted_II
'1027': S-Curve
'1028': S-Curve_II
'1029': Sacred_Places
'1030': Sadness
'1031': Safety
'1032': Sand
'1033': Say_Cheese!
'1034': Scene_It!
'1035': Scene_It!_II
'1036': Scents_and_Aromas
'1037': School_Days
'1038': School_Days_Biology
'1039': School_Days_Chemistry
'1040': School_Days_Geometry
'1041': School_Days_Music
'1042': Sci-Fi_Celebration
'1043': Science
'1044': Science_II
'1045': Science_III
'1046': Sea__not_land_
'1047': Searching
'1048': Seasonal_Shots
'1049': Secondary_Colors
'1050': Seed
'1051': Seeing_the_Unseen
'1052': Selective_Desaturation
'1053': Selective_Desaturation_II
'1054': Self-Portrait
'1055': Self-Portrait_III
'1056': Self-Portrait_Revisited
'1057': Self_Portrait_IV
'1058': Self_Portrait_V
'1059': Self_Portrait_VI
'1060': Self_Portrait_VII
'1061': Self_Portrait_Without_People
'1062': Self_Portrait_Without_People_II
'1063': Sentinel
'1064': Separation
'1065': Sepia
'1066': Serendipity
'1067': Seven_Deadly_Sins_IV
'1068': Shadows
'1069': Shadows_II
'1070': Shadows_III
'1071': Shadows_IV
'1072': Shadows_V
'1073': Shadows_VI
'1074': Shallow_DOF
'1075': Shallow_DOF_II
'1076': Shallow_DOF_III
'1077': Shallow_DOF_IV
'1078': Shallow_DOF_V
'1079': Shapes
'1080': Shapes_II
'1081': Shapes_III
'1082': Shapes_IV
'1083': Shoes
'1084': Shoes_II
'1085': Shotglasses
'1086': Shutter_Speed
'1087': Signature_Style
'1088': Signs
'1089': Silence
'1090': Silence_II
'1091': Silhouette_At_Night
'1092': Silhouettes
'1093': Silhouettes_II
'1094': Silhouettes_III
'1095': Silhouettes_IV
'1096': Silky-Smooth
'1097': Silverware
'1098': Simple_Pleasures
'1099': Simplicity
'1100': Single_Light_Source_II
'1101': Single_Light_Source_III
'1102': Single_Light_Source_IV
'1103': Singled-Out
'1104': Six
'1105': Skin
'1106': Sky
'1107': Skyscape
'1108': Smoke
'1109': Smoke_II
'1110': Soft_Focus
'1111': Soft_Focus_II
'1112': Soft_Focus_III
'1113': Soft_Focus_IV
'1114': Solo
'1115': Something_New
'1116': Something_New_II
'1117': Something_New_III
'1118': Something_New_IV
'1119': Something_Old
'1120': Something_Old_II
'1121': Something_Old_III
'1122': Song_Titles
'1123': Song_Titles,_2006
'1124': Sound
'1125': Sound_II
'1126': Sound_III
'1127': Spam
'1128': Speed
'1129': Speed_II
'1130': Spheres
'1131': Spinning
'1132': Sports
'1133': Sports_II
'1134': Sports_III
'1135': Sports_IV
'1136': Spots
'1137': Square
'1138': Square_Crop
'1139': Square_Crop_II
'1140': Square_II
'1141': Stars
'1142': Stationary
'1143': Stationery
'1144': Sticky
'1145': Still
'1146': Still_Life
'1147': Still_Life_II
'1148': Still_Life_III
'1149': Still_Life_IV
'1150': Still_Life_V
'1151': Still_Life_With_Fruit
'1152': Still_Life_With_Motion
'1153': Stock_Photography
'1154': Stock_Photography_II
'1155': Stock_Photos_Cooking
'1156': Stock_Photos_Fitness
'1157': Stock_Photos_Medicine
'1158': Stock_Photos_The_Business_Person
'1159': Stock_Photos_The_Operator
'1160': Stopped_Motion
'1161': Stopped_Motion_II
'1162': Stopped_Motion_III
'1163': Stopped_Motion_IV
'1164': Stopped_Motion_V
'1165': Straight
'1166': Straight_II
'1167': Straight_from_the_Camera
'1168': Stranger_In_A_Strange_Land
'1169': Street_Photography
'1170': Street_Photography_II
'1171': Street_Photography_III
'1172': Street_Photography_IV
'1173': Street_Photography_In_Color
'1174': Street_Portraiture
'1175': Street_Smarts
'1176': Strength
'1177': Stupid,_Stupid!
'1178': Stupid_Gifts
'1179': Suburbia
'1180': Success
'1181': Success_II
'1182': Sugar
'1183': Summertime_Meals
'1184': Sun_in_Frame
'1185': Sunrise_Sunset_Look_the_Other_Way
'1186': Sunset_or_Sunrise
'1187': Sunshine_After_The_Rain
'1188': Superpowers
'1189': Superstitions___Urban_Legends
'1190': Superstitions___Urban_Legends_II
'1191': Surprise!
'1192': Surrealism
'1193': Symbolic_Still_Life
'1194': Symmetry
'1195': Symmetry_II
'1196': Symmetry_III
'1197': Table_Shot
'1198': Table_Shot_II
'1199': Table_Shot_III
'1200': Tacks!
'1201': Tacks!_II
'1202': Tacky_Holiday_Decorations
'1203': Take_Two
'1204': Take_Two_II
'1205': Tarot_Card
'1206': Team_Sport_Action
'1207': Team_Sports_Without_Players
'1208': Team_Sports_Without_Players_II
'1209': Technology
'1210': Technology_II
'1211': Temperature
'1212': Texture
'1213': Textures_II
'1214': Textures_III
'1215': Textures_IV
'1216': Textures_V
'1217': Textures_VI
'1218': Thar_Be_Pirates
'1219': The_80s
'1220': The_Beginning_of_the_End
'1221': The_Brothers_Grimm
'1222': The_Color_Purple
'1223': The_Corporate_World
'1224': The_Cowboy
'1225': The_Egg
'1226': The_Egg_II
'1227': The_Eyes_Have_It!
'1228': The_Four_Elements
'1229': The_Four_Elements_II
'1230': The_Future
'1231': The_Great_Pumpkin_Carving_Challenge
'1232': The_Hidden_City
'1233': The_Letter_B
'1234': The_Moon
'1235': The_Number_10
'1236': The_Odd_Couple
'1237': The_Paranormal
'1238': The_Past
'1239': The_Ribbon
'1240': The_Road_Less_Traveled
'1241': The_Sacred
'1242': The_Spirit_Of_A_Country
'1243': The_Username_Challenge
'1244': The_Username_Challenge_II
'1245': The_Username_Challenge_III
'1246': The_Work_Place
'1247': The_Year_You_Were_Born
'1248': Things_That_Go_Together
'1249': Things_That_No_Longer_Work
'1250': Things_that_Count
'1251': Three
'1252': Three_Techniques
'1253': Threes
'1254': Tilt_Shift
'1255': Tilted
'1256': Tilted_Horizon
'1257': Tilted_Horizon_II
'1258': Tilted_II
'1259': Tilted_III
'1260': Time
'1261': Time_Capsule
'1262': Time_II
'1263': Time_Lapse
'1264': Time_Passing
'1265': Toilet_Paper
'1266': Too_Early
'1267': Too_Late
'1268': Tools
'1269': Tools_of_the_Trade
'1270': Tools_of_the_Trade_II
'1271': Topless...With_No_People
'1272': Touch
'1273': Trains___Railroads
'1274': Trains___Railroads_II
'1275': Transitions
'1276': Transitions_II
'1277': Transparency
'1278': Transparency_II
'1279': Transparency_III
'1280': Transportation
'1281': Transportation_II
'1282': Travel
'1283': Travel_Guides
'1284': Trees
'1285': Trees_II
'1286': Trends
'1287': Triangle
'1288': Triangle_Composition
'1289': Triangle_II
'1290': Tribute
'1291': Triptych
'1292': Triptych_II
'1293': Triptych_III
'1294': Triumph
'1295': Tunnels_and_Caves
'1296': Twisted
'1297': Twisted_II
'1298': Two_Colors
'1299': Umbrella
'1300': Unanswered_Questions
'1301': Under-
'1302': Underexposed
'1303': Unexpected_Find
'1304': Unlucky
'1305': Unrelatedness
'1306': Unusual_Objects
'1307': Unusual_Viewpoint
'1308': Upside_Down
'1309': Upside_Down_II
'1310': Upside_Down_III
'1311': Urban_Decay
'1312': Urban_Landscapes
'1313': Urban_Landscapes_II
'1314': Urban_Landscapes_III
'1315': Urban_Nature
'1316': Valentines_Photo
'1317': Vanish
'1318': Vanishing_Point
'1319': Vanishing_Point_II
'1320': Veggie_Tales
'1321': Vehicles
'1322': Vintage
'1323': Visual_Puns
'1324': Visual_Puns_II
'1325': Wacky_Foods
'1326': Waiting
'1327': Waiting_II
'1328': Warm_Colors
'1329': Warm_Colors_II
'1330': Water
'1331': Water_Bottle
'1332': Water_II
'1333': Water_III
'1334': Wealth
'1335': Weather
'1336': Weathered
'1337': Weathered_II
'1338': Weekend
'1339': What
'1340': What_DPC_Loves_the_Most
'1341': What_Doesnt_Belong
'1342': What_is_the_Matrix
'1343': What_is_this_Pencil
'1344': Whats_In_Your_Fridge
'1345': Wheels
'1346': Wheels_II
'1347': Where_In_The_World_Is_Art_Roflmao
'1348': Where_In_The_World_Is_drewmedia
'1349': Where_In_The_World_Is_stdavidson
'1350': Where_You_Live
'1351': Wheres_Waldo
'1352': Wheres_Waldo_II
'1353': Wheres_Waldo_III
'1354': Wheres_Waldo_IV
'1355': Why
'1356': Wide_Angle
'1357': Wildlife
'1358': Wildlife_II
'1359': Wildlife_III
'1360': Wildlife_IV
'1361': Wildlife_V
'1362': Wind
'1363': Wind_II
'1364': Window_Framed
'1365': Window_Shopping
'1366': Window_Shopping_II
'1367': Window_View
'1368': Window_View_II
'1369': Windows_and_Doors
'1370': Wings
'1371': Without_the_Hand_of_Man
'1372': Wooden
'1373': Woody
'1374': Woody_II
'1375': Words
'1376': Work
'1377': Work_II
'1378': Working_Without_a_Net
'1379': X_Marks_The_Spot
'1380': Yellow
'1381': Yellow_III
'1382': Yellow_IV
'1383': Yellow_Revisited
'1384': Yellow_V
'1385': Your_Corner_of_the_World
'1386': Your_Corner_of_the_World_II
'1387': Your_Corner_of_the_World_III
'1388': Your_Occupation
'1389': Your_Occupation_II
'1390': Your_Occupation_III
'1391': Your_Shadow
'1392': Your_Shadow_II
'1393': Zen_Photography
'1394': Zen_Photography_II
'1395': Zen_Photography_III
'1396': Zodiac
'1397': _Abstract_Black_and_White
- name: tag_1
dtype:
class_label:
names:
'0': Abstract
'1': Action
'2': Advertisement
'3': Animals
'4': Architecture
'5': Astrophotography
'6': Birds
'7': Black and White
'8': Blur
'9': Camera Phones
'10': Candid
'11': Children
'12': Cityscape
'13': DPChallenge GTGs
'14': Digital Art
'15': Diptych / Triptych
'16': Emotive
'17': Family
'18': Fashion
'19': Fish Eye
'20': Floral
'21': Food and Drink
'22': High Dynamic Range (HDR)
'23': History
'24': Horror
'25': Humorous
'26': Infrared
'27': Insects, etc
'28': Interior
'29': Landscape
'30': Lensbaby
'31': Macro
'32': Maternity
'33': Military
'34': Music
'35': Nature
'36': Nude
'37': Overlays
'38': Panoramic
'39': Performance
'40': Persuasive
'41': Photo-Impressionism
'42': Photojournalism
'43': Pinhole/Zone Plate
'44': Political
'45': Portraiture
'46': Rural
'47': Science and Technology
'48': Seascapes
'49': Self Portrait
'50': Sky
'51': Snapshot
'52': Sports
'53': Still Life
'54': Street
'55': Studio
'56': Texture Library
'57': Textures
'58': Traditional Art
'59': Transportation
'60': Travel
'61': Urban
'62': Vintage
'63': Water
'64': Wedding
- name: tag_2
dtype:
class_label:
names:
'0': Action
'1': Advertisement
'2': Animals
'3': Architecture
'4': Astrophotography
'5': Birds
'6': Black and White
'7': Blur
'8': Camera Phones
'9': Candid
'10': Children
'11': Cityscape
'12': DPChallenge GTGs
'13': Digital Art
'14': Diptych / Triptych
'15': Emotive
'16': Family
'17': Fashion
'18': Fish Eye
'19': Floral
'20': Food and Drink
'21': High Dynamic Range (HDR)
'22': History
'23': Horror
'24': Humorous
'25': Infrared
'26': Insects, etc
'27': Interior
'28': Landscape
'29': Lensbaby
'30': Macro
'31': Maternity
'32': Military
'33': Music
'34': Nature
'35': Nude
'36': Overlays
'37': Panoramic
'38': Performance
'39': Persuasive
'40': Photo-Impressionism
'41': Photojournalism
'42': Pinhole/Zone Plate
'43': Political
'44': Portraiture
'45': Rural
'46': Science and Technology
'47': Seascapes
'48': Self Portrait
'49': Sky
'50': Snapshot
'51': Sports
'52': Still Life
'53': Street
'54': Studio
'55': Texture Library
'56': Textures
'57': Traditional Art
'58': Transportation
'59': Travel
'60': Urban
'61': Vintage
'62': Water
'63': Wedding
- name: score
dtype: float64
- name: std
dtype: float64
- name: ratings
struct:
- name: rating_1
dtype: int64
- name: rating_10
dtype: int64
- name: rating_2
dtype: int64
- name: rating_3
dtype: int64
- name: rating_4
dtype: int64
- name: rating_5
dtype: int64
- name: rating_6
dtype: int64
- name: rating_7
dtype: int64
- name: rating_8
dtype: int64
- name: rating_9
dtype: int64
splits:
- name: train
num_bytes: 41901913375.72
num_examples: 255530
download_size: 33824676005
dataset_size: 41901913375.72
configs:
- config_name: default
data_files:
- split: train
path: data/train-*