adds dataset script

README.md

@@ -11,6 +11,552 @@ task_ids:
 pretty_name: Bird Species
 tags:
 - biology
+dataset_info:
+  config_name: bird_species_dataset
+  features:
+  - name: image
+    dtype: image
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': ABBOTTS BABBLER
+          '1': ABBOTTS BOOBY
+          '2': ABYSSINIAN GROUND HORNBILL
+          '3': AFRICAN CROWNED CRANE
+          '4': AFRICAN EMERALD CUCKOO
+          '5': AFRICAN FIREFINCH
+          '6': AFRICAN OYSTER CATCHER
+          '7': AFRICAN PIED HORNBILL
+          '8': AFRICAN PYGMY GOOSE
+          '9': ALBATROSS
+          '10': ALBERTS TOWHEE
+          '11': ALEXANDRINE PARAKEET
+          '12': ALPINE CHOUGH
+          '13': ALTAMIRA YELLOWTHROAT
+          '14': AMERICAN AVOCET
+          '15': AMERICAN BITTERN
+          '16': AMERICAN COOT
+          '17': AMERICAN DIPPER
+          '18': AMERICAN FLAMINGO
+          '19': AMERICAN GOLDFINCH
+          '20': AMERICAN KESTREL
+          '21': AMERICAN PIPIT
+          '22': AMERICAN REDSTART
+          '23': AMERICAN ROBIN
+          '24': AMERICAN WIGEON
+          '25': AMETHYST WOODSTAR
+          '26': ANDEAN GOOSE
+          '27': ANDEAN LAPWING
+          '28': ANDEAN SISKIN
+          '29': ANHINGA
+          '30': ANIANIAU
+          '31': ANNAS HUMMINGBIRD
+          '32': ANTBIRD
+          '33': ANTILLEAN EUPHONIA
+          '34': APAPANE
+          '35': APOSTLEBIRD
+          '36': ARARIPE MANAKIN
+          '37': ASHY STORM PETREL
+          '38': ASHY THRUSHBIRD
+          '39': ASIAN CRESTED IBIS
+          '40': ASIAN DOLLARD BIRD
+          '41': ASIAN GREEN BEE EATER
+          '42': ASIAN OPENBILL STORK
+          '43': AUCKLAND SHAQ
+          '44': AUSTRAL CANASTERO
+          '45': AUSTRALASIAN FIGBIRD
+          '46': AVADAVAT
+          '47': AZARAS SPINETAIL
+          '48': AZURE BREASTED PITTA
+          '49': AZURE JAY
+          '50': AZURE TANAGER
+          '51': AZURE TIT
+          '52': BAIKAL TEAL
+          '53': BALD EAGLE
+          '54': BALD IBIS
+          '55': BALI STARLING
+          '56': BALTIMORE ORIOLE
+          '57': BANANAQUIT
+          '58': BAND TAILED GUAN
+          '59': BANDED BROADBILL
+          '60': BANDED PITA
+          '61': BANDED STILT
+          '62': BAR-TAILED GODWIT
+          '63': BARN OWL
+          '64': BARN SWALLOW
+          '65': BARRED PUFFBIRD
+          '66': BARROWS GOLDENEYE
+          '67': BAY-BREASTED WARBLER
+          '68': BEARDED BARBET
+          '69': BEARDED BELLBIRD
+          '70': BEARDED REEDLING
+          '71': BELTED KINGFISHER
+          '72': BIRD OF PARADISE
+          '73': BLACK AND YELLOW BROADBILL
+          '74': BLACK BAZA
+          '75': BLACK BREASTED PUFFBIRD
+          '76': BLACK COCKATO
+          '77': BLACK FACED SPOONBILL
+          '78': BLACK FRANCOLIN
+          '79': BLACK HEADED CAIQUE
+          '80': BLACK NECKED STILT
+          '81': BLACK SKIMMER
+          '82': BLACK SWAN
+          '83': BLACK TAIL CRAKE
+          '84': BLACK THROATED BUSHTIT
+          '85': BLACK THROATED HUET
+          '86': BLACK THROATED WARBLER
+          '87': BLACK VENTED SHEARWATER
+          '88': BLACK VULTURE
+          '89': BLACK-CAPPED CHICKADEE
+          '90': BLACK-NECKED GREBE
+          '91': BLACK-THROATED SPARROW
+          '92': BLACKBURNIAM WARBLER
+          '93': BLONDE CRESTED WOODPECKER
+          '94': BLOOD PHEASANT
+          '95': BLUE COAU
+          '96': BLUE DACNIS
+          '97': BLUE GRAY GNATCATCHER
+          '98': BLUE GROSBEAK
+          '99': BLUE GROUSE
+          '100': BLUE HERON
+          '101': BLUE MALKOHA
+          '102': BLUE THROATED PIPING GUAN
+          '103': BLUE THROATED TOUCANET
+          '104': BOBOLINK
+          '105': BORNEAN BRISTLEHEAD
+          '106': BORNEAN LEAFBIRD
+          '107': BORNEAN PHEASANT
+          '108': BRANDT CORMARANT
+          '109': BREWERS BLACKBIRD
+          '110': BROWN CREPPER
+          '111': BROWN HEADED COWBIRD
+          '112': BROWN NOODY
+          '113': BROWN THRASHER
+          '114': BUFFLEHEAD
+          '115': BULWERS PHEASANT
+          '116': BURCHELLS COURSER
+          '117': BUSH TURKEY
+          '118': CAATINGA CACHOLOTE
+          '119': CABOTS TRAGOPAN
+          '120': CACTUS WREN
+          '121': CALIFORNIA CONDOR
+          '122': CALIFORNIA GULL
+          '123': CALIFORNIA QUAIL
+          '124': CAMPO FLICKER
+          '125': CANARY
+          '126': CANVASBACK
+          '127': CAPE GLOSSY STARLING
+          '128': CAPE LONGCLAW
+          '129': CAPE MAY WARBLER
+          '130': CAPE ROCK THRUSH
+          '131': CAPPED HERON
+          '132': CAPUCHINBIRD
+          '133': CARMINE BEE-EATER
+          '134': CASPIAN TERN
+          '135': CASSOWARY
+          '136': CEDAR WAXWING
+          '137': CERULEAN WARBLER
+          '138': CHARA DE COLLAR
+          '139': CHATTERING LORY
+          '140': CHESTNET BELLIED EUPHONIA
+          '141': CHESTNUT WINGED CUCKOO
+          '142': CHINESE BAMBOO PARTRIDGE
+          '143': CHINESE POND HERON
+          '144': CHIPPING SPARROW
+          '145': CHUCAO TAPACULO
+          '146': CHUKAR PARTRIDGE
+          '147': CINNAMON ATTILA
+          '148': CINNAMON FLYCATCHER
+          '149': CINNAMON TEAL
+          '150': CLARKS GREBE
+          '151': CLARKS NUTCRACKER
+          '152': COCK OF THE  ROCK
+          '153': COCKATOO
+          '154': COLLARED ARACARI
+          '155': COLLARED CRESCENTCHEST
+          '156': COMMON FIRECREST
+          '157': COMMON GRACKLE
+          '158': COMMON HOUSE MARTIN
+          '159': COMMON IORA
+          '160': COMMON LOON
+          '161': COMMON POORWILL
+          '162': COMMON STARLING
+          '163': COPPERSMITH BARBET
+          '164': COPPERY TAILED COUCAL
+          '165': CRAB PLOVER
+          '166': CRANE HAWK
+          '167': CREAM COLORED WOODPECKER
+          '168': CRESTED AUKLET
+          '169': CRESTED CARACARA
+          '170': CRESTED COUA
+          '171': CRESTED FIREBACK
+          '172': CRESTED KINGFISHER
+          '173': CRESTED NUTHATCH
+          '174': CRESTED OROPENDOLA
+          '175': CRESTED SERPENT EAGLE
+          '176': CRESTED SHRIKETIT
+          '177': CRESTED WOOD PARTRIDGE
+          '178': CRIMSON CHAT
+          '179': CRIMSON SUNBIRD
+          '180': CROW
+          '181': CUBAN TODY
+          '182': CUBAN TROGON
+          '183': CURL CRESTED ARACURI
+          '184': D-ARNAUDS BARBET
+          '185': DALMATIAN PELICAN
+          '186': DARJEELING WOODPECKER
+          '187': DARK EYED JUNCO
+          '188': DAURIAN REDSTART
+          '189': DEMOISELLE CRANE
+          '190': DOUBLE BARRED FINCH
+          '191': DOUBLE BRESTED CORMARANT
+          '192': DOUBLE EYED FIG PARROT
+          '193': DOWNY WOODPECKER
+          '194': DUNLIN
+          '195': DUSKY LORY
+          '196': DUSKY ROBIN
+          '197': EARED PITA
+          '198': EASTERN BLUEBIRD
+          '199': EASTERN BLUEBONNET
+          '200': EASTERN GOLDEN WEAVER
+          '201': EASTERN MEADOWLARK
+          '202': EASTERN ROSELLA
+          '203': EASTERN TOWEE
+          '204': EASTERN WIP POOR WILL
+          '205': EASTERN YELLOW ROBIN
+          '206': ECUADORIAN HILLSTAR
+          '207': EGYPTIAN GOOSE
+          '208': ELEGANT TROGON
+          '209': ELLIOTS  PHEASANT
+          '210': EMERALD TANAGER
+          '211': EMPEROR PENGUIN
+          '212': EMU
+          '213': ENGGANO MYNA
+          '214': EURASIAN BULLFINCH
+          '215': EURASIAN GOLDEN ORIOLE
+          '216': EURASIAN MAGPIE
+          '217': EUROPEAN GOLDFINCH
+          '218': EUROPEAN TURTLE DOVE
+          '219': EVENING GROSBEAK
+          '220': FAIRY BLUEBIRD
+          '221': FAIRY PENGUIN
+          '222': FAIRY TERN
+          '223': FAN TAILED WIDOW
+          '224': FASCIATED WREN
+          '225': FIERY MINIVET
+          '226': FIORDLAND PENGUIN
+          '227': FIRE TAILLED MYZORNIS
+          '228': FLAME BOWERBIRD
+          '229': FLAME TANAGER
+          '230': FOREST WAGTAIL
+          '231': FRIGATE
+          '232': FRILL BACK PIGEON
+          '233': GAMBELS QUAIL
+          '234': GANG GANG COCKATOO
+          '235': GILA WOODPECKER
+          '236': GILDED FLICKER
+          '237': GLOSSY IBIS
+          '238': GO AWAY BIRD
+          '239': GOLD WING WARBLER
+          '240': GOLDEN BOWER BIRD
+          '241': GOLDEN CHEEKED WARBLER
+          '242': GOLDEN CHLOROPHONIA
+          '243': GOLDEN EAGLE
+          '244': GOLDEN PARAKEET
+          '245': GOLDEN PHEASANT
+          '246': GOLDEN PIPIT
+          '247': GOULDIAN FINCH
+          '248': GRANDALA
+          '249': GRAY CATBIRD
+          '250': GRAY KINGBIRD
+          '251': GRAY PARTRIDGE
+          '252': GREAT ARGUS
+          '253': GREAT GRAY OWL
+          '254': GREAT JACAMAR
+          '255': GREAT KISKADEE
+          '256': GREAT POTOO
+          '257': GREAT TINAMOU
+          '258': GREAT XENOPS
+          '259': GREATER PEWEE
+          '260': GREATER PRAIRIE CHICKEN
+          '261': GREATOR SAGE GROUSE
+          '262': GREEN BROADBILL
+          '263': GREEN JAY
+          '264': GREEN MAGPIE
+          '265': GREEN WINGED DOVE
+          '266': GREY CUCKOOSHRIKE
+          '267': GREY HEADED CHACHALACA
+          '268': GREY HEADED FISH EAGLE
+          '269': GREY PLOVER
+          '270': GROVED BILLED ANI
+          '271': GUINEA TURACO
+          '272': GUINEAFOWL
+          '273': GURNEYS PITTA
+          '274': GYRFALCON
+          '275': HAMERKOP
+          '276': HARLEQUIN DUCK
+          '277': HARLEQUIN QUAIL
+          '278': HARPY EAGLE
+          '279': HAWAIIAN GOOSE
+          '280': HAWFINCH
+          '281': HELMET VANGA
+          '282': HEPATIC TANAGER
+          '283': HIMALAYAN BLUETAIL
+          '284': HIMALAYAN MONAL
+          '285': HOATZIN
+          '286': HOODED MERGANSER
+          '287': HOOPOES
+          '288': HORNED GUAN
+          '289': HORNED LARK
+          '290': HORNED SUNGEM
+          '291': HOUSE FINCH
+          '292': HOUSE SPARROW
+          '293': HYACINTH MACAW
+          '294': IBERIAN MAGPIE
+          '295': IBISBILL
+          '296': IMPERIAL SHAQ
+          '297': INCA TERN
+          '298': INDIAN BUSTARD
+          '299': INDIAN PITTA
+          '300': INDIAN ROLLER
+          '301': INDIAN VULTURE
+          '302': INDIGO BUNTING
+          '303': INDIGO FLYCATCHER
+          '304': INLAND DOTTEREL
+          '305': IVORY BILLED ARACARI
+          '306': IVORY GULL
+          '307': IWI
+          '308': JABIRU
+          '309': JACK SNIPE
+          '310': JACOBIN PIGEON
+          '311': JANDAYA PARAKEET
+          '312': JAPANESE ROBIN
+          '313': JAVA SPARROW
+          '314': JOCOTOCO ANTPITTA
+          '315': KAGU
+          '316': KAKAPO
+          '317': KILLDEAR
+          '318': KING EIDER
+          '319': KING VULTURE
+          '320': KIWI
+          '321': KNOB BILLED DUCK
+          '322': KOOKABURRA
+          '323': LARK BUNTING
+          '324': LAUGHING GULL
+          '325': LAZULI BUNTING
+          '326': LESSER ADJUTANT
+          '327': LILAC ROLLER
+          '328': LIMPKIN
+          '329': LITTLE AUK
+          '330': LOGGERHEAD SHRIKE
+          '331': LONG-EARED OWL
+          '332': LOONEY BIRDS
+          '333': LUCIFER HUMMINGBIRD
+          '334': MAGPIE GOOSE
+          '335': MALABAR HORNBILL
+          '336': MALACHITE KINGFISHER
+          '337': MALAGASY WHITE EYE
+          '338': MALEO
+          '339': MALLARD DUCK
+          '340': MANDRIN DUCK
+          '341': MANGROVE CUCKOO
+          '342': MARABOU STORK
+          '343': MASKED BOBWHITE
+          '344': MASKED BOOBY
+          '345': MASKED LAPWING
+          '346': MCKAYS BUNTING
+          '347': MERLIN
+          '348': MIKADO  PHEASANT
+          '349': MILITARY MACAW
+          '350': MOURNING DOVE
+          '351': MYNA
+          '352': NICOBAR PIGEON
+          '353': NOISY FRIARBIRD
+          '354': NORTHERN BEARDLESS TYRANNULET
+          '355': NORTHERN CARDINAL
+          '356': NORTHERN FLICKER
+          '357': NORTHERN FULMAR
+          '358': NORTHERN GANNET
+          '359': NORTHERN GOSHAWK
+          '360': NORTHERN JACANA
+          '361': NORTHERN MOCKINGBIRD
+          '362': NORTHERN PARULA
+          '363': NORTHERN RED BISHOP
+          '364': NORTHERN SHOVELER
+          '365': OCELLATED TURKEY
+          '366': OILBIRD
+          '367': OKINAWA RAIL
+          '368': ORANGE BREASTED TROGON
+          '369': ORANGE BRESTED BUNTING
+          '370': ORIENTAL BAY OWL
+          '371': ORNATE HAWK EAGLE
+          '372': OSPREY
+          '373': OSTRICH
+          '374': OVENBIRD
+          '375': OYSTER CATCHER
+          '376': PAINTED BUNTING
+          '377': PALILA
+          '378': PALM NUT VULTURE
+          '379': PARADISE TANAGER
+          '380': PARAKETT  AUKLET
+          '381': PARUS MAJOR
+          '382': PATAGONIAN SIERRA FINCH
+          '383': PEACOCK
+          '384': PEREGRINE FALCON
+          '385': PHAINOPEPLA
+          '386': PHILIPPINE EAGLE
+          '387': PINK ROBIN
+          '388': PLUSH CRESTED JAY
+          '389': POMARINE JAEGER
+          '390': PUFFIN
+          '391': PUNA TEAL
+          '392': PURPLE FINCH
+          '393': PURPLE GALLINULE
+          '394': PURPLE MARTIN
+          '395': PURPLE SWAMPHEN
+          '396': PYGMY KINGFISHER
+          '397': PYRRHULOXIA
+          '398': QUETZAL
+          '399': RAINBOW LORIKEET
+          '400': RAZORBILL
+          '401': RED BEARDED BEE EATER
+          '402': RED BELLIED PITTA
+          '403': RED BILLED TROPICBIRD
+          '404': RED BROWED FINCH
+          '405': RED CROSSBILL
+          '406': RED FACED CORMORANT
+          '407': RED FACED WARBLER
+          '408': RED FODY
+          '409': RED HEADED DUCK
+          '410': RED HEADED WOODPECKER
+          '411': RED KNOT
+          '412': RED LEGGED HONEYCREEPER
+          '413': RED NAPED TROGON
+          '414': RED SHOULDERED HAWK
+          '415': RED TAILED HAWK
+          '416': RED TAILED THRUSH
+          '417': RED WINGED BLACKBIRD
+          '418': RED WISKERED BULBUL
+          '419': REGENT BOWERBIRD
+          '420': RING-NECKED PHEASANT
+          '421': ROADRUNNER
+          '422': ROCK DOVE
+          '423': ROSE BREASTED COCKATOO
+          '424': ROSE BREASTED GROSBEAK
+          '425': ROSEATE SPOONBILL
+          '426': ROSY FACED LOVEBIRD
+          '427': ROUGH LEG BUZZARD
+          '428': ROYAL FLYCATCHER
+          '429': RUBY CROWNED KINGLET
+          '430': RUBY THROATED HUMMINGBIRD
+          '431': RUDDY SHELDUCK
+          '432': RUDY KINGFISHER
+          '433': RUFOUS KINGFISHER
+          '434': RUFOUS TREPE
+          '435': RUFUOS MOTMOT
+          '436': SAMATRAN THRUSH
+          '437': SAND MARTIN
+          '438': SANDHILL CRANE
+          '439': SATYR TRAGOPAN
+          '440': SAYS PHOEBE
+          '441': SCARLET CROWNED FRUIT DOVE
+          '442': SCARLET FACED LIOCICHLA
+          '443': SCARLET IBIS
+          '444': SCARLET MACAW
+          '445': SCARLET TANAGER
+          '446': SHOEBILL
+          '447': SHORT BILLED DOWITCHER
+          '448': SMITHS LONGSPUR
+          '449': SNOW GOOSE
+          '450': SNOW PARTRIDGE
+          '451': SNOWY EGRET
+          '452': SNOWY OWL
+          '453': SNOWY PLOVER
+          '454': SNOWY SHEATHBILL
+          '455': SORA
+          '456': SPANGLED COTINGA
+          '457': SPLENDID WREN
+          '458': SPOON BILED SANDPIPER
+          '459': SPOTTED CATBIRD
+          '460': SPOTTED WHISTLING DUCK
+          '461': SQUACCO HERON
+          '462': SRI LANKA BLUE MAGPIE
+          '463': STEAMER DUCK
+          '464': STORK BILLED KINGFISHER
+          '465': STRIATED CARACARA
+          '466': STRIPED OWL
+          '467': STRIPPED MANAKIN
+          '468': STRIPPED SWALLOW
+          '469': SUNBITTERN
+          '470': SUPERB STARLING
+          '471': SURF SCOTER
+          '472': SWINHOES PHEASANT
+          '473': TAILORBIRD
+          '474': TAIWAN MAGPIE
+          '475': TAKAHE
+          '476': TASMANIAN HEN
+          '477': TAWNY FROGMOUTH
+          '478': TEAL DUCK
+          '479': TIT MOUSE
+          '480': TOUCHAN
+          '481': TOWNSENDS WARBLER
+          '482': TREE SWALLOW
+          '483': TRICOLORED BLACKBIRD
+          '484': TROPICAL KINGBIRD
+          '485': TRUMPTER SWAN
+          '486': TURKEY VULTURE
+          '487': TURQUOISE MOTMOT
+          '488': UMBRELLA BIRD
+          '489': VARIED THRUSH
+          '490': VEERY
+          '491': VENEZUELIAN TROUPIAL
+          '492': VERDIN
+          '493': VERMILION FLYCATHER
+          '494': VICTORIA CROWNED PIGEON
+          '495': VIOLET BACKED STARLING
+          '496': VIOLET CUCKOO
+          '497': VIOLET GREEN SWALLOW
+          '498': VIOLET TURACO
+          '499': VISAYAN HORNBILL
+          '500': VULTURINE GUINEAFOWL
+          '501': WALL CREAPER
+          '502': WATTLED CURASSOW
+          '503': WATTLED LAPWING
+          '504': WHIMBREL
+          '505': WHITE BREASTED WATERHEN
+          '506': WHITE BROWED CRAKE
+          '507': WHITE CHEEKED TURACO
+          '508': WHITE CRESTED HORNBILL
+          '509': WHITE EARED HUMMINGBIRD
+          '510': WHITE NECKED RAVEN
+          '511': WHITE TAILED TROPIC
+          '512': WHITE THROATED BEE EATER
+          '513': WILD TURKEY
+          '514': WILLOW PTARMIGAN
+          '515': WILSONS BIRD OF PARADISE
+          '516': WOOD DUCK
+          '517': WOOD THRUSH
+          '518': WOODLAND KINGFISHER
+          '519': WRENTIT
+          '520': YELLOW BELLIED FLOWERPECKER
+          '521': YELLOW BREASTED CHAT
+          '522': YELLOW CACIQUE
+          '523': YELLOW HEADED BLACKBIRD
+          '524': ZEBRA DOVE
+  splits:
+  - name: train
+    num_bytes: 1909727995
+    num_examples: 84635
+  - name: validation
+    num_bytes: 60546210
+    num_examples: 2625
+  - name: test
+    num_bytes: 60898170
+    num_examples: 2625
+  download_size: 0
+  dataset_size: 2031172375
 ---
 
 # Dataset Card for "Bird Species"

_bird-species-dataset.py → bird-species-dataset.py

@@ -59,19 +59,21 @@ class BirdSpeciesDataset(datasets.GeneratorBasedBuilder):
     def _split_generators(self, dl_manager):
         data_dir = _DATA_DIR
         return [
-            SplitGenerator(name=Split.TRAIN, gen_kwargs={"filepath": os.path.join(data_dir, "train")}),
-            SplitGenerator(name=Split.VALIDATION, gen_kwargs={"filepath": os.path.join(data_dir, "valid")}),
-            SplitGenerator(name=Split.TEST, gen_kwargs={"filepath": os.path.join(data_dir, "test")}),
+            SplitGenerator(name=Split.TRAIN, gen_kwargs={"split": "train", "files": dl_manager.iter_archive(os.path.join(data_dir, "train.tar.gz"))}),
+            SplitGenerator(name=Split.VALIDATION, gen_kwargs={"split": "valid", "files": dl_manager.iter_archive(os.path.join(data_dir, "valid.tar.gz"))}),
+            SplitGenerator(name=Split.TEST, gen_kwargs={"split": "test", "files": dl_manager.iter_archive(os.path.join(data_dir, "test.tar.gz"))}),
         ]
 
-    def _generate_examples(self, filepath):
+    def _generate_examples(self, files, split):
         """Yields examples."""
         idx = 0
-        for label in os.listdir(filepath):
-            for f in os.listdir(os.path.join(filepath, label)):
-                record = {
-                    "image": os.path.join(filepath, label, f),
-                    "label": label,
-                }
-                yield idx, record
-                idx += 1
+        for path, fo in files:
+
+            label = os.path.basename(os.path.dirname(path))
+
+            record = {
+                "image": fo.read(),
+                "label": label,
+            }
+            yield idx, record
+            idx += 1