Add imagenet-o

.gitattributes

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 *.jpg filter=lfs diff=lfs merge=lfs -text
 *.jpeg filter=lfs diff=lfs merge=lfs -text
 *.webp filter=lfs diff=lfs merge=lfs -text
+n03160309/sewage_disposal_plant_disposal_plant_0.9998393.JPEG filter=lfs diff=lfs merge=lfs -text
+n03196217/diskette_floppy_floppy_disk_0.9983417.JPEG filter=lfs diff=lfs merge=lfs -text
+n07718472/American_agave_Agave_americana_0.99968517.JPEG filter=lfs diff=lfs merge=lfs -text

README.txt

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+The ImageNet-O dataset contains 2,000 natural adversarial examples.
+
+@article{hendrycks2019nae,
+  title={Natural Adversarial Examples},
+  author={Dan Hendrycks and Kevin Zhao and Steven Basart and Jacob Steinhardt and Dawn Song},
+  journal={arXiv preprint arXiv:1907.07174},
+  year={2019}
+}
+
+There are 200 classes we consider. The WordNet ID and a description of each class is as follows.
+
+n01443537 goldfish
+n01704323 triceratops
+n01770081 harvestman
+n01784675 centipede
+n01819313 sulphur-crested cockatoo
+n01820546 lorikeet
+n01910747 jellyfish
+n01917289 brain coral
+n01968897 chambered nautilus
+n02074367 dugong
+n02317335 starfish
+n02319095 sea urchin
+n02395406 pig
+n02454379 armadillo
+n02606052 rock beauty
+n02655020 pufferfish
+n02666196 abacus
+n02672831 accordion
+n02730930 apron
+n02777292 balance beam
+n02783161 ballpoint pen
+n02786058 Band-Aid
+n02787622 banjo
+n02791270 barbershop
+n02808304 bath towel
+n02817516 military cap
+n02841315 binoculars
+n02865351 bolo tie
+n02877765 bottle cap
+n02892767 bra
+n02906734 broom
+n02910353 buckle
+n02916936 bulletproof vest
+n02948072 candle
+n02965783 car mirror
+n03000134 chain-link fence
+n03000684 chainsaw
+n03017168 chime
+n03026506 Christmas stocking
+n03032252 movie theater
+n03075370 combination lock
+n03109150 corkscrew
+n03126707 crane
+n03134739 croquet ball
+n03160309 dam
+n03196217 digital clock
+n03207743 dishcloth
+n03218198 dog sled
+n03223299 doormat
+n03240683 drilling rig
+n03271574 electric fan
+n03291819 envelope
+n03297495 espresso machine
+n03314780 face powder
+n03325584 feather boa
+n03344393 fireboat
+n03347037 fire screen sheet
+n03372029 flute
+n03376595 folding chair
+n03388043 fountain
+n03388183 fountain pen
+n03400231 frying pan
+n03445777 golf ball
+n03457902 greenhouse
+n03467068 guillotine
+n03482405 hamper
+n03483316 hair dryer
+n03494278 harmonica
+n03530642 honeycomb
+n03544143 hourglass
+n03584829 clothes iron
+n03590841 jack-o'-lantern
+n03598930 jigsaw puzzle
+n03602883 joystick
+n03649909 lawn mower
+n03661043 library
+n03666591 lighter
+n03676483 lipstick
+n03692522 loupe
+n03706229 magnetic compass
+n03717622 manhole cover
+n03720891 maraca
+n03721384 marimba
+n03724870 mask
+n03729826 match
+n03733131 maypole
+n03733281 maze
+n03742115 medicine chest
+n03786901 mortar
+n03788365 mosquito net
+n03794056 mousetrap
+n03804744 nail
+n03814639 neck brace
+n03814906 necklace
+n03825788 nipple
+n03840681 ocarina
+n03843555 oil filter
+n03854065 organ
+n03857828 oscilloscope
+n03868863 oxygen mask
+n03874293 paddle wheel
+n03884397 pan flute
+n03891251 park bench
+n03908714 pencil sharpener
+n03920288 Petri dish
+n03929660 plectrum
+n03930313 picket fence
+n03937543 pill bottle
+n03942813 ping-pong ball
+n03944341 pinwheel
+n03961711 plate rack
+n03970156 plunger
+n03982430 billiard table
+n03991062 pot
+n03995372 power drill
+n03998194 prayer rug
+n04005630 prison
+n04023962 punching bag
+n04033901 quill
+n04040759 radiator
+n04067472 reel
+n04074963 remote control
+n04116512 eraser
+n04118776 ruler
+n04125021 safe
+n04127249 safety pin
+n04131690 salt shaker
+n04141975 weighing scale
+n04153751 screw
+n04154565 screwdriver
+n04201297 shoji
+n04204347 shopping cart
+n04209133 shower cap
+n04209239 shower curtain
+n04228054 ski
+n04235860 sleeping bag
+n04243546 slot machine
+n04252077 snowmobile
+n04254120 soap dispenser
+n04258138 solar thermal collector
+n04265275 space heater
+n04270147 spatula
+n04275548 spider web
+n04330267 stove
+n04332243 strainer
+n04336792 stretcher
+n04347754 submarine
+n04371430 swimsuit
+n04371774 swing
+n04372370 switch
+n04376876 syringe
+n04409515 tennis ball
+n04417672 thatched roof
+n04418357 front curtain
+n04423845 thimble
+n04429376 throne
+n04435653 tile roof
+n04442312 toaster
+n04482393 tricycle
+n04501370 turnstile
+n04507155 umbrella
+n04525305 vending machine
+n04542943 waffle iron
+n04554684 washing machine
+n04557648 water bottle
+n04562935 water tower
+n04579432 whistle
+n04591157 Windsor tie
+n04597913 wooden spoon
+n04599235 wool
+n06785654 crossword
+n06874185 traffic light
+n07615774 ice pop
+n07693725 bagel
+n07695742 pretzel
+n07697537 hot dog
+n07711569 mashed potato
+n07714990 broccoli
+n07715103 cauliflower
+n07716358 zucchini
+n07717410 acorn squash
+n07718472 cucumber
+n07720875 bell pepper
+n07742313 Granny Smith
+n07745940 strawberry
+n07747607 orange
+n07749582 lemon
+n07753275 pineapple
+n07753592 banana
+n07754684 jackfruit
+n07768694 pomegranate
+n07836838 chocolate syrup
+n07871810 meatloaf
+n07873807 pizza
+n07880968 burrito
+n09229709 bubble
+n09472597 volcano
+n12144580 corn
+n12267677 acorn
+n13052670 hen-of-the-woods
+