Convert dataset to Parquet (#2)

- Convert dataset to Parquet (63ce28766ac75959495dbec36d8caf477df8f6cf)
- Delete data file (7b5d4d73abce5d1d934f732377b9f8932b76c742)
- Delete data file (77dd30b5d8bb1ff5a951b7e2d4aaa984f3390c05)
- Delete loading script (f4be3aeec67c5214a04365c388ea9d1fc4b74f36)
- Delete data file (a2bdc7216fd2825fa268bd474d8204514a681482)

README.md

@@ -1,3 +1,24 @@
 ---
 license: mit
+dataset_info:
+  config_name: test
+  features:
+  - name: image
+    dtype: image
+  - name: wnid
+    dtype: string
+  - name: class_name
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 2355062808.0
+    num_examples: 30000
+  download_size: 2148902579
+  dataset_size: 2355062808.0
+configs:
+- config_name: test
+  data_files:
+  - split: test
+    path: test/test-*
+  default: true
 ---

classes.json

@@ -1,4 +0,0 @@
-{
-    "imagenet_r_wnids": ["n01443537", "n01484850", "n01494475", "n01498041", "n01514859", "n01518878", "n01531178", "n01534433", "n01614925", "n01616318", "n01630670", "n01632777", "n01644373", "n01677366", "n01694178", "n01748264", "n01770393", "n01774750", "n01784675", "n01806143", "n01820546", "n01833805", "n01843383", "n01847000", "n01855672", "n01860187", "n01882714", "n01910747", "n01944390", "n01983481", "n01986214", "n02007558", "n02009912", "n02051845", "n02056570", "n02066245", "n02071294", "n02077923", "n02085620", "n02086240", "n02088094", "n02088238", "n02088364", "n02088466", "n02091032", "n02091134", "n02092339", "n02094433", "n02096585", "n02097298", "n02098286", "n02099601", "n02099712", "n02102318", "n02106030", "n02106166", "n02106550", "n02106662", "n02108089", "n02108915", "n02109525", "n02110185", "n02110341", "n02110958", "n02112018", "n02112137", "n02113023", "n02113624", "n02113799", "n02114367", "n02117135", "n02119022", "n02123045", "n02128385", "n02128757", "n02129165", "n02129604", "n02130308", "n02134084", "n02138441", "n02165456", "n02190166", "n02206856", "n02219486", "n02226429", "n02233338", "n02236044", "n02268443", "n02279972", "n02317335", "n02325366", "n02346627", "n02356798", "n02363005", "n02364673", "n02391049", "n02395406", "n02398521", "n02410509", "n02423022", "n02437616", "n02445715", "n02447366", "n02480495", "n02480855", "n02481823", "n02483362", "n02486410", "n02510455", "n02526121", "n02607072", "n02655020", "n02672831", "n02701002", "n02749479", "n02769748", "n02793495", "n02797295", "n02802426", "n02808440", "n02814860", "n02823750", "n02841315", "n02843684", "n02883205", "n02906734", "n02909870", "n02939185", "n02948072", "n02950826", "n02951358", "n02966193", "n02980441", "n02992529", "n03124170", "n03272010", "n03345487", "n03372029", "n03424325", "n03452741", "n03467068", "n03481172", "n03494278", "n03495258", "n03498962", "n03594945", "n03602883", "n03630383", "n03649909", "n03676483", "n03710193", "n03773504", "n03775071", "n03888257", "n03930630", "n03947888", "n04086273", "n04118538", "n04133789", "n04141076", "n04146614", "n04147183", "n04192698", "n04254680", "n04266014", "n04275548", "n04310018", "n04325704", "n04347754", "n04389033", "n04409515", "n04465501", "n04487394", "n04522168", "n04536866", "n04552348", "n04591713", "n07614500", "n07693725", "n07695742", "n07697313", "n07697537", "n07714571", "n07714990", "n07718472", "n07720875", "n07734744", "n07742313", "n07745940", "n07749582", "n07753275", "n07753592", "n07768694", "n07873807", "n07880968", "n07920052", "n09472597", "n09835506", "n10565667", "n12267677"],
-    "all_wnids": ["n01440764", "n01443537", "n01484850", "n01491361", "n01494475", "n01496331", "n01498041", "n01514668", "n01514859", "n01518878", "n01530575", "n01531178", "n01532829", "n01534433", "n01537544", "n01558993", "n01560419", "n01580077", "n01582220", "n01592084", "n01601694", "n01608432", "n01614925", "n01616318", "n01622779", "n01629819", "n01630670", "n01631663", "n01632458", "n01632777", "n01641577", "n01644373", "n01644900", "n01664065", "n01665541", "n01667114", "n01667778", "n01669191", "n01675722", "n01677366", "n01682714", "n01685808", "n01687978", "n01688243", "n01689811", "n01692333", "n01693334", "n01694178", "n01695060", "n01697457", "n01698640", "n01704323", "n01728572", "n01728920", "n01729322", "n01729977", "n01734418", "n01735189", "n01737021", "n01739381", "n01740131", "n01742172", "n01744401", "n01748264", "n01749939", "n01751748", "n01753488", "n01755581", "n01756291", "n01768244", "n01770081", "n01770393", "n01773157", "n01773549", "n01773797", "n01774384", "n01774750", "n01775062", "n01776313", "n01784675", "n01795545", "n01796340", "n01797886", "n01798484", "n01806143", "n01806567", "n01807496", "n01817953", "n01818515", "n01819313", "n01820546", "n01824575", "n01828970", "n01829413", "n01833805", "n01843065", "n01843383", "n01847000", "n01855032", "n01855672", "n01860187", "n01871265", "n01872401", "n01873310", "n01877812", "n01882714", "n01883070", "n01910747", "n01914609", "n01917289", "n01924916", "n01930112", "n01943899", "n01944390", "n01945685", "n01950731", "n01955084", "n01968897", "n01978287", "n01978455", "n01980166", "n01981276", "n01983481", "n01984695", "n01985128", "n01986214", "n01990800", "n02002556", "n02002724", "n02006656", "n02007558", "n02009229", "n02009912", "n02011460", "n02012849", "n02013706", "n02017213", "n02018207", "n02018795", "n02025239", "n02027492", "n02028035", "n02033041", "n02037110", "n02051845", "n02056570", "n02058221", "n02066245", "n02071294", "n02074367", "n02077923", "n02085620", "n02085782", "n02085936", "n02086079", "n02086240", "n02086646", "n02086910", "n02087046", "n02087394", "n02088094", "n02088238", "n02088364", "n02088466", "n02088632", "n02089078", "n02089867", "n02089973", "n02090379", "n02090622", "n02090721", "n02091032", "n02091134", "n02091244", "n02091467", "n02091635", "n02091831", "n02092002", "n02092339", "n02093256", "n02093428", "n02093647", "n02093754", "n02093859", "n02093991", "n02094114", "n02094258", "n02094433", "n02095314", "n02095570", "n02095889", "n02096051", "n02096177", "n02096294", "n02096437", "n02096585", "n02097047", "n02097130", "n02097209", "n02097298", "n02097474", "n02097658", "n02098105", "n02098286", "n02098413", "n02099267", "n02099429", "n02099601", "n02099712", "n02099849", "n02100236", "n02100583", "n02100735", "n02100877", "n02101006", "n02101388", "n02101556", "n02102040", "n02102177", "n02102318", "n02102480", "n02102973", "n02104029", "n02104365", "n02105056", "n02105162", "n02105251", "n02105412", "n02105505", "n02105641", "n02105855", "n02106030", "n02106166", "n02106382", "n02106550", "n02106662", "n02107142", "n02107312", "n02107574", "n02107683", "n02107908", "n02108000", "n02108089", "n02108422", "n02108551", "n02108915", "n02109047", "n02109525", "n02109961", "n02110063", "n02110185", "n02110341", "n02110627", "n02110806", "n02110958", "n02111129", "n02111277", "n02111500", "n02111889", "n02112018", "n02112137", "n02112350", "n02112706", "n02113023", "n02113186", "n02113624", "n02113712", "n02113799", "n02113978", "n02114367", "n02114548", "n02114712", "n02114855", "n02115641", "n02115913", "n02116738", "n02117135", "n02119022", "n02119789", "n02120079", "n02120505", "n02123045", "n02123159", "n02123394", "n02123597", "n02124075", "n02125311", "n02127052", "n02128385", "n02128757", "n02128925", "n02129165", "n02129604", "n02130308", "n02132136", "n02133161", "n02134084", "n02134418", "n02137549", "n02138441", "n02165105", "n02165456", "n02167151", "n02168699", "n02169497", "n02172182", "n02174001", "n02177972", "n02190166", "n02206856", "n02219486", "n02226429", "n02229544", "n02231487", "n02233338", "n02236044", "n02256656", "n02259212", "n02264363", "n02268443", "n02268853", "n02276258", "n02277742", "n02279972", "n02280649", "n02281406", "n02281787", "n02317335", "n02319095", "n02321529", "n02325366", "n02326432", "n02328150", "n02342885", "n02346627", "n02356798", "n02361337", "n02363005", "n02364673", "n02389026", "n02391049", "n02395406", "n02396427", "n02397096", "n02398521", "n02403003", "n02408429", "n02410509", "n02412080", "n02415577", "n02417914", "n02422106", "n02422699", "n02423022", "n02437312", "n02437616", "n02441942", "n02442845", "n02443114", "n02443484", "n02444819", "n02445715", "n02447366", "n02454379", "n02457408", "n02480495", "n02480855", "n02481823", "n02483362", "n02483708", "n02484975", "n02486261", "n02486410", "n02487347", "n02488291", "n02488702", "n02489166", "n02490219", "n02492035", "n02492660", "n02493509", "n02493793", "n02494079", "n02497673", "n02500267", "n02504013", "n02504458", "n02509815", "n02510455", "n02514041", "n02526121", "n02536864", "n02606052", "n02607072", "n02640242", "n02641379", "n02643566", "n02655020", "n02666196", "n02667093", "n02669723", "n02672831", "n02676566", "n02687172", "n02690373", "n02692877", "n02699494", "n02701002", "n02704792", "n02708093", "n02727426", "n02730930", "n02747177", "n02749479", "n02769748", "n02776631", "n02777292", "n02782093", "n02783161", "n02786058", "n02787622", "n02788148", "n02790996", "n02791124", "n02791270", "n02793495", "n02794156", "n02795169", "n02797295", "n02799071", "n02802426", "n02804414", "n02804610", "n02807133", "n02808304", "n02808440", "n02814533", "n02814860", "n02815834", "n02817516", "n02823428", "n02823750", "n02825657", "n02834397", "n02835271", "n02837789", "n02840245", "n02841315", "n02843684", "n02859443", "n02860847", "n02865351", "n02869837", "n02870880", "n02871525", "n02877765", "n02879718", "n02883205", "n02892201", "n02892767", "n02894605", "n02895154", "n02906734", "n02909870", "n02910353", "n02916936", "n02917067", "n02927161", "n02930766", "n02939185", "n02948072", "n02950826", "n02951358", "n02951585", "n02963159", "n02965783", "n02966193", "n02966687", "n02971356", "n02974003", "n02977058", "n02978881", "n02979186", "n02980441", "n02981792", "n02988304", "n02992211", "n02992529", "n02999410", "n03000134", "n03000247", "n03000684", "n03014705", "n03016953", "n03017168", "n03018349", "n03026506", "n03028079", "n03032252", "n03041632", "n03042490", "n03045698", "n03047690", "n03062245", "n03063599", "n03063689", "n03065424", "n03075370", "n03085013", "n03089624", "n03095699", "n03100240", "n03109150", "n03110669", "n03124043", "n03124170", "n03125729", "n03126707", "n03127747", "n03127925", "n03131574", "n03133878", "n03134739", "n03141823", "n03146219", "n03160309", "n03179701", "n03180011", "n03187595", "n03188531", "n03196217", "n03197337", "n03201208", "n03207743", "n03207941", "n03208938", "n03216828", "n03218198", "n03220513", "n03223299", "n03240683", "n03249569", "n03250847", "n03255030", "n03259280", "n03271574", "n03272010", "n03272562", "n03290653", "n03291819", "n03297495", "n03314780", "n03325584", "n03337140", "n03344393", "n03345487", "n03347037", "n03355925", "n03372029", "n03376595", "n03379051", "n03384352", "n03388043", "n03388183", "n03388549", "n03393912", "n03394916", "n03400231", "n03404251", "n03417042", "n03424325", "n03425413", "n03443371", "n03444034", "n03445777", "n03445924", "n03447447", "n03447721", "n03450230", "n03452741", "n03457902", "n03459775", "n03461385", "n03467068", "n03476684", "n03476991", "n03478589", "n03481172", "n03482405", "n03483316", "n03485407", "n03485794", "n03492542", "n03494278", "n03495258", "n03496892", "n03498962", "n03527444", "n03529860", "n03530642", "n03532672", "n03534580", "n03535780", "n03538406", "n03544143", "n03584254", "n03584829", "n03590841", "n03594734", "n03594945", "n03595614", "n03598930", "n03599486", "n03602883", "n03617480", "n03623198", "n03627232", "n03630383", "n03633091", "n03637318", "n03642806", "n03649909", "n03657121", "n03658185", "n03661043", "n03662601", "n03666591", "n03670208", "n03673027", "n03676483", "n03680355", "n03690938", "n03691459", "n03692522", "n03697007", "n03706229", "n03709823", "n03710193", "n03710637", "n03710721", "n03717622", "n03720891", "n03721384", "n03724870", "n03729826", "n03733131", "n03733281", "n03733805", "n03742115", "n03743016", "n03759954", "n03761084", "n03763968", "n03764736", "n03769881", "n03770439", "n03770679", "n03773504", "n03775071", "n03775546", "n03776460", "n03777568", "n03777754", "n03781244", "n03782006", "n03785016", "n03786901", "n03787032", "n03788195", "n03788365", "n03791053", "n03792782", "n03792972", "n03793489", "n03794056", "n03796401", "n03803284", "n03804744", "n03814639", "n03814906", "n03825788", "n03832673", "n03837869", "n03838899", "n03840681", "n03841143", "n03843555", "n03854065", "n03857828", "n03866082", "n03868242", "n03868863", "n03871628", "n03873416", "n03874293", "n03874599", "n03876231", "n03877472", "n03877845", "n03884397", "n03887697", "n03888257", "n03888605", "n03891251", "n03891332", "n03895866", "n03899768", "n03902125", "n03903868", "n03908618", "n03908714", "n03916031", "n03920288", "n03924679", "n03929660", "n03929855", "n03930313", "n03930630", "n03933933", "n03935335", "n03937543", "n03938244", "n03942813", "n03944341", "n03947888", "n03950228", "n03954731", "n03956157", "n03958227", "n03961711", "n03967562", "n03970156", "n03976467", "n03976657", "n03977966", "n03980874", "n03982430", "n03983396", "n03991062", "n03992509", "n03995372", "n03998194", "n04004767", "n04005630", "n04008634", "n04009552", "n04019541", "n04023962", "n04026417", "n04033901", "n04033995", "n04037443", "n04039381", "n04040759", "n04041544", "n04044716", "n04049303", "n04065272", "n04067472", "n04069434", "n04070727", "n04074963", "n04081281", "n04086273", "n04090263", "n04099969", "n04111531", "n04116512", "n04118538", "n04118776", "n04120489", "n04125021", "n04127249", "n04131690", "n04133789", "n04136333", "n04141076", "n04141327", "n04141975", "n04146614", "n04147183", "n04149813", "n04152593", "n04153751", "n04154565", "n04162706", "n04179913", "n04192698", "n04200800", "n04201297", "n04204238", "n04204347", "n04208210", "n04209133", "n04209239", "n04228054", "n04229816", "n04235860", "n04238763", "n04239074", "n04243546", "n04251144", "n04252077", "n04252225", "n04254120", "n04254680", "n04254777", "n04258138", "n04259630", "n04263257", "n04264628", "n04265275", "n04266014", "n04270147", "n04273569", "n04275548", "n04277352", "n04285008", "n04286575", "n04296562", "n04310018", "n04311004", "n04311174", "n04317175", "n04325704", "n04326547", "n04328186", "n04330267", "n04332243", "n04335435", "n04336792", "n04344873", "n04346328", "n04347754", "n04350905", "n04355338", "n04355933", "n04356056", "n04357314", "n04366367", "n04367480", "n04370456", "n04371430", "n04371774", "n04372370", "n04376876", "n04380533", "n04389033", "n04392985", "n04398044", "n04399382", "n04404412", "n04409515", "n04417672", "n04418357", "n04423845", "n04428191", "n04429376", "n04435653", "n04442312", "n04443257", "n04447861", "n04456115", "n04458633", "n04461696", "n04462240", "n04465501", "n04467665", "n04476259", "n04479046", "n04482393", "n04483307", "n04485082", "n04486054", "n04487081", "n04487394", "n04493381", "n04501370", "n04505470", "n04507155", "n04509417", "n04515003", "n04517823", "n04522168", "n04523525", "n04525038", "n04525305", "n04532106", "n04532670", "n04536866", "n04540053", "n04542943", "n04548280", "n04548362", "n04550184", "n04552348", "n04553703", "n04554684", "n04557648", "n04560804", "n04562935", "n04579145", "n04579432", "n04584207", "n04589890", "n04590129", "n04591157", "n04591713", "n04592741", "n04596742", "n04597913", "n04599235", "n04604644", "n04606251", "n04612504", "n04613696", "n06359193", "n06596364", "n06785654", "n06794110", "n06874185", "n07248320", "n07565083", "n07579787", "n07583066", "n07584110", "n07590611", "n07613480", "n07614500", "n07615774", "n07684084", "n07693725", "n07695742", "n07697313", "n07697537", "n07711569", "n07714571", "n07714990", "n07715103", "n07716358", "n07716906", "n07717410", "n07717556", "n07718472", "n07718747", "n07720875", "n07730033", "n07734744", "n07742313", "n07745940", "n07747607", "n07749582", "n07753113", "n07753275", "n07753592", "n07754684", "n07760859", "n07768694", "n07802026", "n07831146", "n07836838", "n07860988", "n07871810", "n07873807", "n07875152", "n07880968", "n07892512", "n07920052", "n07930864", "n07932039", "n09193705", "n09229709", "n09246464", "n09256479", "n09288635", "n09332890", "n09399592", "n09421951", "n09428293", "n09468604", "n09472597", "n09835506", "n10148035", "n10565667", "n11879895", "n11939491", "n12057211", "n12144580", "n12267677", "n12620546", "n12768682", "n12985857", "n12998815", "n13037406", "n13040303", "n13044778", "n13052670", "n13054560", "n13133613", "n15075141"]
-}

imagenet-r.py

@@ -1,131 +0,0 @@
-"""ImageNet-R Dataset"""
-
-import os
-import datasets
-import json
-
-
-logger = datasets.logging.get_logger(__name__)
-
-_CITATION = """\
-@article{hendrycks2020many,
-  title={The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization},
-  author={Dan Hendrycks and Steven Basart and Norman Mu and Saurav Kadavath and Frank Wang and Evan Dorundo and Rahul Desai and Tyler Zhu and Samyak Parajuli and Mike Guo and Dawn Song and Jacob Steinhardt and Justin Gilmer},
-  journal={arXiv preprint arXiv:2006.16241},
-  year={2020}
-}
-"""
-
-_DESCRIPTION = """\
-ImageNet-R(endition) contains art, cartoons, deviantart, graffiti, embroidery, graphics, origami, paintings, patterns, plastic objects, plush objects, sculptures, sketches, tattoos, toys, and video game renditions of ImageNet classes.
-
-ImageNet-R has renditions of 200 ImageNet classes resulting in 30,000 images.
-"""
-
-_HOMEPAGE = "https://github.com/hendrycks/imagenet-r/"
-
-_URLs = {
-    "imagenet-r": "./imagenet-r.tar",
-    "classes": "./classes.json",
-    "wordnet": "./wordnet.json",
-}
-
-
-class ImageNet_R_Config(datasets.BuilderConfig):
-    """BuilderConfig for ImageNet-R"""
-
-    def __init__(self, **kwargs):
-        """
-        Args:
-            **kwargs: keyword arguments forwarded to super.
-        """
-        super(ImageNet_R_Config, self).__init__(version=datasets.Version("1.0.0", ""), **kwargs)
-
-
-
-def list_subfolders_and_files(root_dir):
-    # all images paths
-    all_paths = []
-
-    for root, dirs, files in os.walk(root_dir):
-        for file in files:
-            file_path = os.path.join(root, file)
-            all_paths.append(file_path)
-    # end for
-    return all_paths
-
-
-class ImageNet_R(datasets.GeneratorBasedBuilder):
-    """ImageNet-R Dataset"""
-
-    VERSION = datasets.Version("1.0.0")
-    BUILDER_CONFIGS = [
-        ImageNet_R_Config(
-            name="test",
-            description="test-set of ImageNet-R",
-        ),
-    ]
-
-    def _info(self):
-        if self.config.name == "test":
-            return datasets.DatasetInfo(
-                description=_DESCRIPTION,
-                features=datasets.Features(
-                    {
-                        "image": datasets.Image(),
-                        "wnid": datasets.Value("string"),
-                        "class_name": datasets.Value("string"),
-                    }
-                ),
-                supervised_keys=None,
-                citation=_CITATION,
-                homepage=_HOMEPAGE,
-            )
-
-    def _split_generators(self, dl_manager):
-        """Returns SplitGenerators."""
-        downloaded_files = dl_manager.download_and_extract(_URLs)
-
-        if self.config.name == "test":
-            return [
-                datasets.SplitGenerator(
-                    name = datasets.Split.TEST,
-                    gen_kwargs = {
-                        "filepath": downloaded_files["imagenet-r"],
-                        "classes_path": downloaded_files["classes"],
-                        "wordnet_path": downloaded_files["wordnet"],
-                    }
-                )
-            ]
-
-
-    def _generate_examples(self, filepath, classes_path, wordnet_path):
-        """Yields examples."""
-        logger.info("generating examples from = %s", filepath)
-
-        with open(classes_path, 'r') as f:
-            classes = json.load(f)
-        with open(wordnet_path, 'r') as f:
-            wordnet = json.load(f)
-
-        imagenet_r_wnids = classes['imagenet_r_wnids']
-        all_wnids = classes['all_wnids']
-
-        image_paths = list_subfolders_and_files(filepath)
-
-        for _id, image_path in enumerate(image_paths):
-            if self.config.name == "test":
-                # img_style = image_path.split('/')[-1].split('_')[0]  # [art]_0.jpg
-                wnid = image_path.split('/')[-2]
-                class_name = wordnet[wnid]
-
-                yield _id, {
-                    "image": {
-                        "path": image_path,
-                        "bytes": open(image_path, "rb").read(),
-                    },
-                    # "label": imagenet_r_wnids.index(wnid),
-                    "wnid": wnid,
-                    "class_name": class_name,
-                }
-

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wordnet.json

@@ -1,202 +0,0 @@
-{
-    "n01443537": "goldfish",
-    "n01484850": "great_white_shark",
-    "n01494475": "hammerhead",
-    "n01498041": "stingray",
-    "n01514859": "hen",
-    "n01518878": "ostrich",
-    "n01531178": "goldfinch",
-    "n01534433": "junco",
-    "n01614925": "bald_eagle",
-    "n01616318": "vulture",
-    "n01630670": "newt",
-    "n01632777": "axolotl",
-    "n01644373": "tree_frog",
-    "n01677366": "iguana",
-    "n01694178": "African_chameleon",
-    "n01748264": "cobra",
-    "n01770393": "scorpion",
-    "n01774750": "tarantula",
-    "n01784675": "centipede",
-    "n01806143": "peacock",
-    "n01820546": "lorikeet",
-    "n01833805": "hummingbird",
-    "n01843383": "toucan",
-    "n01847000": "duck",
-    "n01855672": "goose",
-    "n01860187": "black_swan",
-    "n01882714": "koala",
-    "n01910747": "jellyfish",
-    "n01944390": "snail",
-    "n01983481": "lobster",
-    "n01986214": "hermit_crab",
-    "n02007558": "flamingo",
-    "n02009912": "american_egret",
-    "n02051845": "pelican",
-    "n02056570": "king_penguin",
-    "n02066245": "grey_whale",
-    "n02071294": "killer_whale",
-    "n02077923": "sea_lion",
-    "n02085620": "chihuahua",
-    "n02086240": "shih_tzu",
-    "n02088094": "afghan_hound",
-    "n02088238": "basset_hound",
-    "n02088364": "beagle",
-    "n02088466": "bloodhound",
-    "n02091032": "italian_greyhound",
-    "n02091134": "whippet",
-    "n02092339": "weimaraner",
-    "n02094433": "yorkshire_terrier",
-    "n02096585": "boston_terrier",
-    "n02097298": "scottish_terrier",
-    "n02098286": "west_highland_white_terrier",
-    "n02099601": "golden_retriever",
-    "n02099712": "labrador_retriever",
-    "n02102318": "cocker_spaniels",
-    "n02106030": "collie",
-    "n02106166": "border_collie",
-    "n02106550": "rottweiler",
-    "n02106662": "german_shepherd_dog",
-    "n02108089": "boxer",
-    "n02108915": "french_bulldog",
-    "n02109525": "saint_bernard",
-    "n02110185": "husky",
-    "n02110341": "dalmatian",
-    "n02110958": "pug",
-    "n02112018": "pomeranian",
-    "n02112137": "chow_chow",
-    "n02113023": "pembroke_welsh_corgi",
-    "n02113624": "toy_poodle",
-    "n02113799": "standard_poodle",
-    "n02114367": "timber_wolf",
-    "n02117135": "hyena",
-    "n02119022": "red_fox",
-    "n02123045": "tabby_cat",
-    "n02128385": "leopard",
-    "n02128757": "snow_leopard",
-    "n02129165": "lion",
-    "n02129604": "tiger",
-    "n02130308": "cheetah",
-    "n02134084": "polar_bear",
-    "n02138441": "meerkat",
-    "n02165456": "ladybug",
-    "n02190166": "fly",
-    "n02206856": "bee",
-    "n02219486": "ant",
-    "n02226429": "grasshopper",
-    "n02233338": "cockroach",
-    "n02236044": "mantis",
-    "n02268443": "dragonfly",
-    "n02279972": "monarch_butterfly",
-    "n02317335": "starfish",
-    "n02325366": "wood_rabbit",
-    "n02346627": "porcupine",
-    "n02356798": "fox_squirrel",
-    "n02363005": "beaver",
-    "n02364673": "guinea_pig",
-    "n02391049": "zebra",
-    "n02395406": "pig",
-    "n02398521": "hippopotamus",
-    "n02410509": "bison",
-    "n02423022": "gazelle",
-    "n02437616": "llama",
-    "n02445715": "skunk",
-    "n02447366": "badger",
-    "n02480495": "orangutan",
-    "n02480855": "gorilla",
-    "n02481823": "chimpanzee",
-    "n02483362": "gibbon",
-    "n02486410": "baboon",
-    "n02510455": "panda",
-    "n02526121": "eel",
-    "n02607072": "clown_fish",
-    "n02655020": "puffer_fish",
-    "n02672831": "accordion",
-    "n02701002": "ambulance",
-    "n02749479": "assault_rifle",
-    "n02769748": "backpack",
-    "n02793495": "barn",
-    "n02797295": "wheelbarrow",
-    "n02802426": "basketball",
-    "n02808440": "bathtub",
-    "n02814860": "lighthouse",
-    "n02823750": "beer_glass",
-    "n02841315": "binoculars",
-    "n02843684": "birdhouse",
-    "n02883205": "bow_tie",
-    "n02906734": "broom",
-    "n02909870": "bucket",
-    "n02939185": "cauldron",
-    "n02948072": "candle",
-    "n02950826": "cannon",
-    "n02951358": "canoe",
-    "n02966193": "carousel",
-    "n02980441": "castle",
-    "n02992529": "mobile_phone",
-    "n03124170": "cowboy_hat",
-    "n03272010": "electric_guitar",
-    "n03345487": "fire_engine",
-    "n03372029": "flute",
-    "n03424325": "gasmask",
-    "n03452741": "grand_piano",
-    "n03467068": "guillotine",
-    "n03481172": "hammer",
-    "n03494278": "harmonica",
-    "n03495258": "harp",
-    "n03498962": "hatchet",
-    "n03594945": "jeep",
-    "n03602883": "joystick",
-    "n03630383": "lab_coat",
-    "n03649909": "lawn_mower",
-    "n03676483": "lipstick",
-    "n03710193": "mailbox",
-    "n03773504": "missile",
-    "n03775071": "mitten",
-    "n03888257": "parachute",
-    "n03930630": "pickup_truck",
-    "n03947888": "pirate_ship",
-    "n04086273": "revolver",
-    "n04118538": "rugby_ball",
-    "n04133789": "sandal",
-    "n04141076": "saxophone",
-    "n04146614": "school_bus",
-    "n04147183": "schooner",
-    "n04192698": "shield",
-    "n04254680": "soccer_ball",
-    "n04266014": "space_shuttle",
-    "n04275548": "spider_web",
-    "n04310018": "steam_locomotive",
-    "n04325704": "scarf",
-    "n04347754": "submarine",
-    "n04389033": "tank",
-    "n04409515": "tennis_ball",
-    "n04465501": "tractor",
-    "n04487394": "trombone",
-    "n04522168": "vase",
-    "n04536866": "violin",
-    "n04552348": "military_aircraft",
-    "n04591713": "wine_bottle",
-    "n07614500": "ice_cream",
-    "n07693725": "bagel",
-    "n07695742": "pretzel",
-    "n07697313": "cheeseburger",
-    "n07697537": "hotdog",
-    "n07714571": "cabbage",
-    "n07714990": "broccoli",
-    "n07718472": "cucumber",
-    "n07720875": "bell_pepper",
-    "n07734744": "mushroom",
-    "n07742313": "Granny_Smith",
-    "n07745940": "strawberry",
-    "n07749582": "lemon",
-    "n07753275": "pineapple",
-    "n07753592": "banana",
-    "n07768694": "pomegranate",
-    "n07873807": "pizza",
-    "n07880968": "burrito",
-    "n07920052": "espresso",
-    "n09472597": "volcano",
-    "n09835506": "baseball_player",
-    "n10565667": "scuba_diver",
-    "n12267677": "acorn"
-}