Init app

.gitignore

@@ -0,0 +1,3 @@
+*mvqa_env*
+*.pyc
+*__pycache__*

answer_reverse_mapping.json

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+{"0": "<unk>", "1": "0", "2": "000", "3": "1", "4": "1 4", "5": "1 foot", "6": "1 hour", "7": "1 in back", "8": "1 in front", "9": "1 in middle", "10": "1 inch", "11": "1 on left", "12": "1 on right", "13": "1 way", "14": "1 world", "15": "1 year", "16": "1.00", "17": "10", "18": "10 feet", "19": "10 inches", "20": "10 years", "21": "100", "22": "100 feet", "23": "100 year party ct", "24": "1000", "25": "101", "26": "106", "27": "10:00", "28": "10:05", "29": "10:08", "30": "10:10", "31": "10:15", "32": "10:20", "33": "10:25", "34": "10:30", "35": "10:35", "36": "10:40", "37": "10:45", "38": "10:50", "39": "10:55", "40": "11", "41": "11:00", "42": "11:05", "43": "11:10", "44": "11:15", "45": "11:20", "46": "11:25", "47": "11:30", "48": "11:35", "49": "11:45", "50": "11:50", "51": "11:55", "52": "12", "53": "12 feet", "54": "120", "55": "12:00", "56": "12:05", "57": "12:10", "58": "12:15", "59": "12:20", "60": "12:25", "61": "12:28", "62": "12:30", "63": "12:35", "64": "12:40", "65": "12:45", "66": "12:50", "67": "12:55", "68": "13", "69": "14", "70": "15", "71": "15 feet", "72": "150", "73": "16", "74": "17", "75": "18", "76": "19", "77": "193", "78": "1950", "79": "1950s", "80": "1980", "81": "1990", "82": "1:00", "83": "1:05", "84": "1:10", "85": "1:15", "86": "1:20", "87": "1:25", "88": "1:30", "89": "1:35", "90": "1:40", "91": "1:45", "92": "1:50", "93": "1:55", "94": "1st", "95": "2", "96": "2 feet", "97": "2 hours", "98": "2 men", "99": "2 people", "100": "2 years", "101": "2.00", "102": "20", "103": "20 feet", "104": "20 ft", "105": "200", "106": "2000", "107": "2007", "108": "2008", "109": "2009", "110": "2010", "111": "2011", "112": "2012", "113": "2013", "114": "2015", "115": "2016", "116": "21", "117": "22", "118": "23", "119": "24", "120": "25", "121": "26", "122": "27", "123": "28", "124": "29", "125": "2:00", "126": "2:05", "127": "2:10", "128": "2:15", "129": "2:20", "130": "2:25", "131": "2:30", "132": "2:35", "133": "2:40", "134": "2:45", "135": "2:50", "136": "2:55", "137": "2nd", "138": "3", "139": "3 feet", "140": "3 inches", "141": "30", "142": "30 mph", "143": "300", "144": "31", "145": "32", "146": "33", "147": "34", "148": "35", "149": "350", "150": "36", "151": "37", "152": "38", "153": "39", "154": "3:00", "155": "3:10", "156": "3:15", "157": "3:20", "158": "3:25", "159": "3:30", "160": "3:45", "161": "3:50", "162": "3:55", "163": "3rd", "164": "4", "165": "4 feet", "166": "4 ft", "167": "4 inches", "168": "4 way", "169": "40", "170": "400", "171": "41", "172": "42", "173": "43", "174": "44", "175": "45", "176": "46", "177": "47", "178": "48", "179": "49", "180": "4:00", "181": "4:05", "182": "4:15", "183": "4:20", "184": "4:30", "185": "4:35", "186": "4:40", "187": "4:45", "188": "4:50", "189": "4:55", "190": "4th of july", "191": "5", "192": "5 feet", "193": "5 ft", "194": "5 star", "195": "5 years", "196": "50", "197": "50 feet", "198": "500", "199": "51", "200": "52", "201": "53", "202": "54", "203": "55", "204": "56", "205": "59", "206": "5:00", "207": "5:05", "208": "5:10", "209": "5:15", "210": "5:18", "211": "5:25", "212": "5:30", "213": "5:40", "214": "5:45", "215": "5:50", "216": "5:55", "217": "6", "218": "6 feet", "219": "6 inches", "220": "60", "221": "600", "222": "61", "223": "64", "224": "65", "225": "66", "226": "68", "227": "6:00", "228": "6:05", "229": "6:20", "230": "6:25", "231": "6:30", "232": "6:35", "233": "6:40", "234": "6:45", "235": "7", "236": "7 eleven", "237": "70", "238": "700", "239": "72", "240": "75", "241": "7:00", "242": "7:05", "243": "7:10", "244": "7:25", "245": "7:35", "246": "7:45", "247": "7:55", "248": "8", "249": "8 feet", "250": "80", "251": "870", "252": "88", "253": "8:00", "254": "8:05", "255": "8:35", "256": "8:50", "257": "8:55", "258": "9", "259": "90", "260": "99", "261": "9:05", "262": "9:12", "263": "9:15", "264": "9:20", "265": "9:25", "266": "9:30", "267": "9:35", "268": "9:45", "269": "9:50", "270": "9:55", "271": "aa", "272": "above", "273": "above door", "274": "above sink", "275": "above stove", "276": "above toilet", "277": "abstract", "278": "accident", "279": "acer", "280": "across street", "281": "adidas", "282": "adult", "283": "adults", "284": "advertisement", "285": "africa", "286": "african", "287": "african american", "288": "after", "289": "afternoon", "290": "against wall", "291": "age", "292": "ahead", "293": "air", "294": "air canada", "295": "air conditioner", "296": "air force", "297": "air france", "298": "airplane", "299": "airplanes", "300": "airport", "301": "alaska", "302": "alcohol", "303": "alive", "304": "all", "305": "all of them", "306": "all way", "307": "alligator", "308": "almonds", "309": "alps", "310": "aluminum", "311": "am", "312": "amazon", "313": "ambulance", "314": "america", "315": "american", "316": "american airlines", "317": "american flag", "318": "amtrak", "319": "ana", "320": "analog", "321": "angel", "322": "angels", "323": "angry", "324": "animal", "325": "animals", "326": "ankle", "327": "anniversary", "328": "antelope", "329": "antenna", "330": "antique", "331": "apartment", "332": "apartments", "333": "apple", "334": "apple and banana", "335": "apples", "336": "apron", "337": "arabic", "338": "arch", "339": "arizona", "340": "arm", "341": "army", "342": "around neck", "343": "arriving", "344": "arrow", "345": "arrows", "346": "art", "347": "ascending", "348": "asia", "349": "asian", "350": "asics", "351": "asleep", "352": "asparagus", "353": "asphalt", "354": "at camera", "355": "at table", "356": "at&t", "357": "athletics", "358": "atv", "359": "audi", "360": "australia", "361": "avocado", "362": "awake", "363": "away", "364": "b", "365": "babies", "366": "baby", "367": "baby's breath", "368": "back", "369": "back left", "370": "background", "371": "backhand", "372": "backpack", "373": "backward", "374": "backwards", "375": "backyard", "376": "bacon", "377": "bad", "378": "badminton", "379": "bag", "380": "bagel", "381": "bagels", "382": "baggage claim", "383": "bags", "384": "baked", "385": "baker", "386": "bakery", "387": "baking", "388": "balance", "389": "balcony", "390": "bald", "391": "ball", "392": "balloon", "393": "balloons", "394": "balls", "395": "bamboo", "396": "banana", "397": "banana bread", "398": "banana peel", "399": "banana split", "400": "bananas", "401": "band", "402": "bandana", "403": "bank", "404": "bank of america", "405": "bar", "406": "barbed wire", "407": "barber shop", "408": "bark", "409": "barn", "410": "barrel", "411": "barrier", "412": "bars", "413": "base", "414": "baseball", "415": "baseball bat", "416": "baseball cap", "417": "baseball field", "418": "baseball game", "419": "baseball glove", "420": "baseball player", "421": "baseball uniform", "422": "basil", "423": "basket", "424": "basketball", "425": "baskets", "426": "bat", "427": "bathing", "428": "bathing suit", "429": "bathroom", "430": "bathtub", "431": "batman", "432": "bats", "433": "batter", "434": "batting", "435": "beach", "436": "beads", "437": "beagle", "438": "beanie", "439": "beans", "440": "bear", "441": "beard", "442": "bears", "443": "bed", "444": "bedroom", "445": "beef", "446": "beer", "447": "beets", "448": "before", "449": "behind", "450": "behind bench", "451": "behind bus", "452": "behind clouds", "453": "behind fence", "454": "behind woman", "455": "beige", "456": "beijing", "457": "bell", "458": "below", "459": "belt", "460": "bench", "461": "benches", "462": "bending", "463": "berries", "464": "best buy", "465": "bib", "466": "bible", "467": "bicycle", "468": "bicycles", "469": "bidet", "470": "big", "471": "big ben", "472": "bike", "473": "bike rack", "474": "biker", "475": "bikers", "476": "bikes", "477": "biking", "478": "bikini", "479": "billabong", "480": "bin", "481": "biplane", "482": "bird", "483": "bird feeder", "484": "birds", "485": "birthday", "486": "birthday cake", "487": "birthday party", "488": "black", "489": "black and blue", "490": "black and brown", "491": "black and gray", "492": "black and orange", "493": "black and pink", "494": "black and red", "495": "black and silver", "496": "black and white", "497": "black and yellow", "498": "black white", "499": "blackberry", "500": "blanket", "501": "blankets", "502": "bleachers", "503": "blender", "504": "blending", "505": "blinders", "506": "blinds", "507": "blonde", "508": "blood", "509": "blt", "510": "blue", "511": "blue and black", "512": "blue and gray", "513": "blue and green", "514": "blue and orange", "515": "blue and pink", "516": "blue and red", "517": "blue and white", "518": "blue and yellow", "519": "blue jay", "520": "blue team", "521": "blueberries", "522": "blueberry", "523": "blurry", "524": "bmw", "525": "bnsf", "526": "board", "527": "boarding", "528": "boardwalk", "529": "boat", "530": "boating", "531": "boats", "532": "bob", "533": "bone", "534": "boogie board", "535": "book", "536": "books", "537": "bookshelf", "538": "boot", "539": "boots", "540": "bored", "541": "boredom", "542": "boston", "543": "both", "544": "bottle", "545": "bottles", "546": "bottom", "547": "bottom left", "548": "bottom right", "549": "boundaries", "550": "bow", "551": "bow tie", "552": "bowl", "553": "bowling", "554": "bowls", "555": "bowtie", "556": "box", "557": "boxer", "558": "boxes", "559": "boxing", "560": "boy", "561": "boys", "562": "brace", "563": "bracelet", "564": "braid", "565": "branch", "566": "branches", "567": "brand", "568": "brass", "569": "braves", "570": "brazil", "571": "bread", "572": "breakfast", "573": "brewers", "574": "brick", "575": "bricks", "576": "bride", "577": "bridge", "578": "bridle", "579": "briefcase", "580": "bright", "581": "britain", "582": "british", "583": "british airways", "584": "broadway", "585": "broccoli", "586": "broccoli and carrots", "587": "broke", "588": "broken", "589": "bronze", "590": "broom", "591": "brown", "592": "brown and black", "593": "brown and white", "594": "brush", "595": "brushing", "596": "brushing hair", "597": "brushing her teeth", "598": "brushing his teeth", "599": "brushing teeth", "600": "bucket", "601": "bud light", "602": "budweiser", "603": "buffalo", "604": "building", "605": "buildings", "606": "bull", "607": "bulldog", "608": "bun", "609": "bundt", "610": "bunk", "611": "bunny", "612": "bunt", "613": "buoy", "614": "buoys", "615": "burger", "616": "burgers", "617": "burrito", "618": "burton", "619": "bus", "620": "bus driver", "621": "bus station", "622": "bus stop", "623": "buses", "624": "bush", "625": "bushes", "626": "business", "627": "busy", "628": "butt", "629": "butter", "630": "butterfly", "631": "button", "632": "button up", "633": "buttons", "634": "by window", "635": "c", "636": "cabbage", "637": "cabinet", "638": "cabinets", "639": "cactus", "640": "cadillac", "641": "cafe", "642": "cage", "643": "cake", "644": "cakes", "645": "calendar", "646": "calico", "647": "california", "648": "calm", "649": "camel", "650": "camera", "651": "cameraman", "652": "cameras", "653": "camo", "654": "camouflage", "655": "camper", "656": "camping", "657": "can", "658": "can't see", "659": "can't see it", "660": "can't tell", "661": "canada", "662": "candle", "663": "candles", "664": "candy", "665": "cane", "666": "cannot tell", "667": "canoe", "668": "canon", "669": "canopy", "670": "cantaloupe", "671": "cap", "672": "captivity", "673": "car", "674": "caramel", "675": "cardboard", "676": "cardinal", "677": "cardinals", "678": "cargo", "679": "carnation", "680": "carnations", "681": "carpet", "682": "carriage", "683": "carrot", "684": "carrot cake", "685": "carrots", "686": "cars", "687": "cart", "688": "cartoon", "689": "case", "690": "casserole", "691": "cast iron", "692": "castle", "693": "casual", "694": "cat", "695": "cat and dog", "696": "cat food", "697": "catch", "698": "catch ball", "699": "catch frisbee", "700": "catcher", "701": "catching", "702": "catching frisbee", "703": "catholic", "704": "cats", "705": "caucasian", "706": "cauliflower", "707": "caution", "708": "cd", "709": "cds", "710": "ceiling", "711": "celery", "712": "cell", "713": "cell phone", "714": "cell phones", "715": "cement", "716": "center", "717": "ceramic", "718": "cereal", "719": "cessna", "720": "chain", "721": "chain link", "722": "chains", "723": "chair", "724": "chairs", "725": "chalk", "726": "champagne", "727": "chandelier", "728": "charging", "729": "chase", "730": "checkerboard", "731": "checkered", "732": "checkers", "733": "cheddar", "734": "cheese", "735": "cheesecake", "736": "chef", "737": "cherries", "738": "cherry", "739": "chest", "740": "chevrolet", "741": "chevron", "742": "chevy", "743": "chicago", "744": "chicken", "745": "chihuahua", "746": "child", "747": "children", "748": "chili", "749": "chimney", "750": "china", "751": "china airlines", "752": "chinese", "753": "chips", "754": "chiquita", "755": "chocolate", "756": "choppy", "757": "chopsticks", "758": "christian", "759": "christmas", "760": "christmas tree", "761": "chrome", "762": "church", "763": "cigarette", "764": "cigarettes", "765": "cilantro", "766": "cinnamon", "767": "circle", "768": "circles", "769": "circus", "770": "cirrus", "771": "citizen", "772": "city", "773": "city bus", "774": "clams", "775": "classic", "776": "classroom", "777": "clay", "778": "clean", "779": "cleaner", "780": "cleaning", "781": "clear", "782": "cleats", "783": "climbing", "784": "clip", "785": "clock", "786": "clock tower", "787": "clocks", "788": "close", "789": "close up", "790": "closed", "791": "closet", "792": "cloth", "793": "clothes", "794": "clothing", "795": "cloud", "796": "clouds", "797": "cloudy", "798": "club", "799": "cluttered", "800": "clydesdale", "801": "cnn", "802": "coach", "803": "coal", "804": "coaster", "805": "coat", "806": "coats", "807": "cobblestone", "808": "coca cola", "809": "cocker spaniel", "810": "coconut", "811": "coffee", "812": "coffee cup", "813": "coffee maker", "814": "coffee pot", "815": "coffee table", "816": "coins", "817": "coke", "818": "cold", "819": "coleslaw", "820": "colgate", "821": "collage", "822": "collar", "823": "collie", "824": "color", "825": "colorado", "826": "colored", "827": "comcast", "828": "comfort", "829": "comforter", "830": "coming", "831": "commercial", "832": "commuter", "833": "compaq", "834": "competition", "835": "computer", "836": "computers", "837": "concentration", "838": "concert", "839": "concrete", "840": "condiments", "841": "conductor", "842": "cone", "843": "cones", "844": "conference", "845": "conference room", "846": "confused", "847": "congratulations", "848": "construction", "849": "container", "850": "continental", "851": "control", "852": "controller", "853": "controllers", "854": "converse", "855": "cook", "856": "cooked", "857": "cookie", "858": "cookies", "859": "cooking", "860": "cool", "861": "cooler", "862": "copper", "863": "copyright", "864": "cord", "865": "corgi", "866": "corn", "867": "corner", "868": "corona", "869": "cosmo", "870": "costume", "871": "cotton", "872": "couch", "873": "counter", "874": "country", "875": "countryside", "876": "couple", "877": "court", "878": "cover", "879": "cow", "880": "cowboy", "881": "cows", "882": "crafts", "883": "crane", "884": "cranes", "885": "crates", "886": "cream", "887": "crest", "888": "crib", "889": "crocs", "890": "croissant", "891": "cross", "892": "cross country", "893": "crossing", "894": "crosstown", "895": "crosswalk", "896": "crow", "897": "crown", "898": "crows", "899": "cruise ship", "900": "csx", "901": "cubs", "902": "cucumber", "903": "cucumbers", "904": "cuddling", "905": "cumulus", "906": "cup", "907": "cupcake", "908": "cupcakes", "909": "cups", "910": "curb", "911": "curious", "912": "curly", "913": "current", "914": "curtain", "915": "curtains", "916": "curved", "917": "cushion", "918": "cut", "919": "cute", "920": "cutting", "921": "cutting board", "922": "cutting cake", "923": "cutting hair", "924": "cycling", "925": "cylinder", "926": "d", "927": "dachshund", "928": "dad", "929": "daffodil", "930": "daffodils", "931": "dairy", "932": "dairy queen", "933": "daisies", "934": "daisy", "935": "dalmatian", "936": "dancing", "937": "dandelions", "938": "dark", "939": "dawn", "940": "day", "941": "day time", "942": "daytime", "943": "db", "944": "dc", "945": "dead", "946": "dead end", "947": "deck", "948": "decoration", "949": "decorative", "950": "deep", "951": "deer", "952": "defense", "953": "deli", "954": "delivery", "955": "dell", "956": "delta", "957": "denim", "958": "descending", "959": "desert", "960": "design", "961": "desk", "962": "desktop", "963": "dessert", "964": "desserts", "965": "detroit", "966": "diamond", "967": "diamonds", "968": "diesel", "969": "diet coke", "970": "different teams", "971": "digital", "972": "dim", "973": "dining", "974": "dining room", "975": "dinner", "976": "dinosaur", "977": "dip", "978": "direction", "979": "directions", "980": "dirt", "981": "dirt bike", "982": "dirty", "983": "dishes", "984": "dishwasher", "985": "disney", "986": "display", "987": "distance", "988": "do not enter", "989": "dock", "990": "dodge", "991": "dodgers", "992": "dog", "993": "dog and cat", "994": "dog bed", "995": "dog food", "996": "dog show", "997": "dogs", "998": "dole", "999": "doll", "1000": "dome", "1001": "domestic", "1002": "don't know", "1003": "don't walk", "1004": "donkey", "1005": "donut", "1006": "donut shop", "1007": "donuts", "1008": "door", "1009": "doorway", "1010": "dots", "1011": "double", "1012": "double decker", "1013": "doubles", "1014": "dough", "1015": "doughnut", "1016": "doughnuts", "1017": "down", "1018": "down street", "1019": "downhill", "1020": "downtown", "1021": "dr pepper", "1022": "dragon", "1023": "drain", "1024": "drawer", "1025": "drawing", "1026": "dreadlocks", "1027": "dress", "1028": "dresser", "1029": "drink", "1030": "drinking", "1031": "drinking water", "1032": "drinks", "1033": "drive", "1034": "driver", "1035": "driveway", "1036": "driving", "1037": "drums", "1038": "dry", "1039": "drying", "1040": "drywall", "1041": "ducati", "1042": "duck", "1043": "ducks", "1044": "dugout", "1045": "dump", "1046": "dump truck", "1047": "dunkin donuts", "1048": "dusk", "1049": "e", "1050": "each other", "1051": "eagle", "1052": "ear", "1053": "earbuds", "1054": "earring", "1055": "earrings", "1056": "ears", "1057": "east", "1058": "easter", "1059": "easton", "1060": "easy", "1061": "easyjet", "1062": "eat", "1063": "eaten", "1064": "eating", "1065": "egg", "1066": "egg salad", "1067": "eggs", "1068": "eiffel tower", "1069": "electric", "1070": "electricity", "1071": "electronics", "1072": "elephant", "1073": "elephants", "1074": "elm", "1075": "elmo", "1076": "email", "1077": "emergency", "1078": "emirates", "1079": "empty", "1080": "enclosure", "1081": "end", "1082": "engine", "1083": "england", "1084": "english", "1085": "entering", "1086": "equestrian", "1087": "europe", "1088": "evening", "1089": "evergreen", "1090": "exhaust", "1091": "exit", "1092": "eyes", "1093": "f", "1094": "fabric", "1095": "face", "1096": "facebook", "1097": "factory", "1098": "fair", "1099": "fake", "1100": "fall", "1101": "falling", "1102": "family", "1103": "fan", "1104": "fancy", "1105": "fans", "1106": "fanta", "1107": "far", "1108": "far right", "1109": "farm", "1110": "farmer", "1111": "farmers", "1112": "farmers market", "1113": "fashion", "1114": "fast", "1115": "fast food", "1116": "father", "1117": "faucet", "1118": "feathers", "1119": "fedex", "1120": "fedora", "1121": "feeder", "1122": "feeding", "1123": "feeding giraffe", "1124": "feet", "1125": "fell", "1126": "female", "1127": "fence", "1128": "fern", "1129": "ferris wheel", "1130": "ferry", "1131": "festival", "1132": "feta", "1133": "few", "1134": "field", "1135": "fighter", "1136": "fighting", "1137": "finch", "1138": "finger", "1139": "fire", "1140": "fire extinguisher", "1141": "fire hydrant", "1142": "fire truck", "1143": "firefighter", "1144": "fireman", "1145": "fireplace", "1146": "fires", "1147": "first", "1148": "first base", "1149": "fish", "1150": "fisheye", "1151": "fishing", "1152": "fishing boat", "1153": "flag", "1154": "flags", "1155": "flamingo", "1156": "flashlight", "1157": "flat", "1158": "flat screen", "1159": "flats", "1160": "flickr", "1161": "flip", "1162": "flip flops", "1163": "flip phone", "1164": "floating", "1165": "flood", "1166": "floor", "1167": "floral", "1168": "florida", "1169": "flour", "1170": "flower", "1171": "flowers", "1172": "fluffy", "1173": "fluorescent", "1174": "fly", "1175": "fly kite", "1176": "flying", "1177": "flying kite", "1178": "flying kites", "1179": "foam", "1180": "focus", "1181": "fog", "1182": "foggy", "1183": "foil", "1184": "food", "1185": "food processor", "1186": "food truck", "1187": "foot", "1188": "football", "1189": "footprints", "1190": "for balance", "1191": "for fun", "1192": "for photo", "1193": "for sale", "1194": "ford", "1195": "foreground", "1196": "forehand", "1197": "forest", "1198": "fork", "1199": "fork and knife", "1200": "fork and spoon", "1201": "forks", "1202": "formal", "1203": "formica", "1204": "forward", "1205": "fountain", "1206": "fox", "1207": "frame", "1208": "france", "1209": "free", "1210": "freezer", "1211": "freight", "1212": "freightliner", "1213": "french", "1214": "french fries", "1215": "fresh", "1216": "fridge", "1217": "fried", "1218": "friend", "1219": "friends", "1220": "fries", "1221": "frisbee", "1222": "frisbees", "1223": "frog", "1224": "front", "1225": "frosted", "1226": "frosting", "1227": "fruit", "1228": "fruit salad", "1229": "fruits", "1230": "full", "1231": "fun", "1232": "fur", "1233": "furniture", "1234": "futon", "1235": "g", "1236": "game", "1237": "game controller", "1238": "gaming", "1239": "garage", "1240": "garbage", "1241": "garden", "1242": "garlic", "1243": "gas", "1244": "gas station", "1245": "gate", "1246": "gatorade", "1247": "gazebo", "1248": "ge", "1249": "geese", "1250": "genetics", "1251": "german", "1252": "german shepherd", "1253": "germany", "1254": "ghost", "1255": "giants", "1256": "ginger", "1257": "giraffe", "1258": "giraffe and zebra", "1259": "giraffes", "1260": "girl", "1261": "girl on right", "1262": "girls", "1263": "give way", "1264": "glass", "1265": "glasses", "1266": "glaze", "1267": "glazed", "1268": "globe", "1269": "glove", "1270": "gloves", "1271": "gmc", "1272": "go", "1273": "goal", "1274": "goalie", "1275": "goat", "1276": "goatee", "1277": "goats", "1278": "goggles", "1279": "going", "1280": "gold", "1281": "golden gate", "1282": "golden retriever", "1283": "golf", "1284": "gone", "1285": "good", "1286": "google", "1287": "goose", "1288": "gothic", "1289": "graduation", "1290": "graffiti", "1291": "grandfather", "1292": "granite", "1293": "grape", "1294": "grapefruit", "1295": "grapes", "1296": "grass", "1297": "grassy", "1298": "gravel", "1299": "gravy", "1300": "gray", "1301": "gray and black", "1302": "gray and red", "1303": "gray and white", "1304": "grazing", "1305": "green", "1306": "green and black", "1307": "green and blue", "1308": "green and brown", "1309": "green and orange", "1310": "green and red", "1311": "green and white", "1312": "green and yellow", "1313": "green beans", "1314": "greyhound", "1315": "grill", "1316": "grilled", "1317": "grilled cheese", "1318": "grind", "1319": "grinding", "1320": "grizzly", "1321": "grocery", "1322": "grocery store", "1323": "ground", "1324": "guitar", "1325": "guitar hero", "1326": "gun", "1327": "gym", "1328": "h", "1329": "hair", "1330": "hair dryer", "1331": "haircut", "1332": "half", "1333": "half full", "1334": "halloween", "1335": "hallway", "1336": "ham", "1337": "ham and cheese", "1338": "hamburger", "1339": "hammer time", "1340": "hammock", "1341": "hand", "1342": "handicap", "1343": "handle", "1344": "handlebars", "1345": "hands", "1346": "hanger", "1347": "hanging", "1348": "happiness", "1349": "happy", "1350": "happy birthday", "1351": "harbor", "1352": "hard", "1353": "hardwood", "1354": "harley", "1355": "harley davidson", "1356": "harness", "1357": "harry potter", "1358": "hat", "1359": "hats", "1360": "hauling", "1361": "hawaii", "1362": "hawaiian", "1363": "hawk", "1364": "hay", "1365": "hazy", "1366": "he isn't", "1367": "he's not", "1368": "head", "1369": "headband", "1370": "headphones", "1371": "healthy", "1372": "heart", "1373": "hearts", "1374": "heat", "1375": "heater", "1376": "heavy", "1377": "heels", "1378": "heineken", "1379": "heinz", "1380": "helicopter", "1381": "hello kitty", "1382": "helmet", "1383": "helmets", "1384": "herd", "1385": "herding", "1386": "herself", "1387": "hexagon", "1388": "hiding", "1389": "high", "1390": "high chair", "1391": "high heels", "1392": "highway", "1393": "hiking", "1394": "hill", "1395": "hills", "1396": "hilly", "1397": "himself", "1398": "hispanic", "1399": "hit", "1400": "hit ball", "1401": "hitting", "1402": "hitting ball", "1403": "hockey", "1404": "holding", "1405": "holding baby", "1406": "holding it", "1407": "holding phone", "1408": "holding umbrella", "1409": "hollywood", "1410": "home", "1411": "home plate", "1412": "homemade", "1413": "honda", "1414": "honey", "1415": "hood", "1416": "hoodie", "1417": "horizontal", "1418": "horizontally", "1419": "horns", "1420": "horse", "1421": "horse racing", "1422": "horseback riding", "1423": "horses", "1424": "hose", "1425": "hospital", "1426": "hot", "1427": "hot dog", "1428": "hot dogs", "1429": "hot sauce", "1430": "hotel", "1431": "hotel room", "1432": "house", "1433": "houses", "1434": "hp", "1435": "hsbc", "1436": "htc", "1437": "huge", "1438": "hugging", "1439": "human", "1440": "humans", "1441": "hummingbird", "1442": "hundreds", "1443": "hungry", "1444": "husky", "1445": "hydrant", "1446": "i", "1447": "i don't know", "1448": "ibm", "1449": "ice", "1450": "ice cream", "1451": "icing", "1452": "identification", "1453": "illinois", "1454": "in", "1455": "in air", "1456": "in back", "1457": "in background", "1458": "in basket", "1459": "in bowl", "1460": "in box", "1461": "in cabbage town", "1462": "in car", "1463": "in corner", "1464": "in cup", "1465": "in field", "1466": "in front", "1467": "in grass", "1468": "in hand", "1469": "in her hand", "1470": "in his hand", "1471": "in middle", "1472": "in motion", "1473": "in sink", "1474": "in sky", "1475": "in snow", "1476": "in stands", "1477": "in street", "1478": "in suitcase", "1479": "in vase", "1480": "in water", "1481": "index", "1482": "india", "1483": "indian", "1484": "indians", "1485": "indoor", "1486": "indoors", "1487": "information", "1488": "inside", "1489": "intersection", "1490": "iphone", "1491": "ipod", "1492": "ireland", "1493": "iris", "1494": "iron", "1495": "island", "1496": "it isn't", "1497": "it's not", "1498": "it's raining", "1499": "italian", "1500": "italy", "1501": "ivory", "1502": "ivy", "1503": "j", "1504": "jacket", "1505": "jackets", "1506": "jal", "1507": "japan", "1508": "japanese", "1509": "jar", "1510": "jeans", "1511": "jeep", "1512": "jelly", "1513": "jesus", "1514": "jet", "1515": "jet ski", "1516": "jetblue", "1517": "jets", "1518": "jockey", "1519": "john", "1520": "jones", "1521": "joshua", "1522": "jp morgan", "1523": "juice", "1524": "jump", "1525": "jumped", "1526": "jumping", "1527": "jungle", "1528": "junk", "1529": "k", "1530": "kangaroo", "1531": "kawasaki", "1532": "kayak", "1533": "kayaking", "1534": "kenmore", "1535": "ketchup", "1536": "ketchup and mustard", "1537": "kettle", "1538": "keyboard", "1539": "keys", "1540": "khaki", "1541": "kia", "1542": "kicking", "1543": "kickstand", "1544": "kid", "1545": "kids", "1546": "king", "1547": "kissing", "1548": "kitchen", "1549": "kitchenaid", "1550": "kite", "1551": "kite flying", "1552": "kite string", "1553": "kites", "1554": "kitesurfing", "1555": "kiting", "1556": "kitten", "1557": "kiwi", "1558": "klm", "1559": "knee pads", "1560": "kneeling", "1561": "knife", "1562": "knife and fork", "1563": "knives", "1564": "kodak", "1565": "korean air", "1566": "krispy kreme", "1567": "l", "1568": "la", "1569": "lab", "1570": "labrador", "1571": "lace", "1572": "lacoste", "1573": "ladder", "1574": "lady", "1575": "ladybug", "1576": "lake", "1577": "lamb", "1578": "lamp", "1579": "lamps", "1580": "land", "1581": "landing", "1582": "landscape", "1583": "lanes", "1584": "lanyard", "1585": "lap", "1586": "laptop", "1587": "laptops", "1588": "large", "1589": "laughing", "1590": "laundry", "1591": "laying", "1592": "laying down", "1593": "lays", "1594": "leaf", "1595": "leaning", "1596": "learning", "1597": "leash", "1598": "leather", "1599": "leaves", "1600": "leaving", "1601": "left", "1602": "left 1", "1603": "left and right", "1604": "left side", "1605": "leg", "1606": "lego", "1607": "legos", "1608": "legs", "1609": "lemon", "1610": "lemonade", "1611": "lemons", "1612": "leopard", "1613": "letters", "1614": "lettuce", "1615": "lexus", "1616": "lg", "1617": "library", "1618": "license plate", "1619": "licking", "1620": "lid", "1621": "life", "1622": "life jacket", "1623": "life vest", "1624": "lifeguard", "1625": "lift", "1626": "light", "1627": "lighter", "1628": "lighthouse", "1629": "lighting", "1630": "lights", "1631": "lilac", "1632": "lilies", "1633": "lily", "1634": "lime", "1635": "limes", "1636": "lines", "1637": "linoleum", "1638": "lion", "1639": "liquor", "1640": "listening", "1641": "listening to music", "1642": "little", "1643": "little girl", "1644": "living", "1645": "living room", "1646": "lizard", "1647": "loading", "1648": "lobster", "1649": "log", "1650": "logitech", "1651": "logo", "1652": "logs", "1653": "london", "1654": "long", "1655": "long sleeve", "1656": "long time", "1657": "looking", "1658": "looking at camera", "1659": "looking at phone", "1660": "looking out window", "1661": "los angeles", "1662": "lot", "1663": "lotion", "1664": "lots", "1665": "love", "1666": "low", "1667": "lufthansa", "1668": "luggage", "1669": "lunch", "1670": "lying down", "1671": "m", "1672": "mac", "1673": "macaroni", "1674": "machine", "1675": "mack", "1676": "magazine", "1677": "magazines", "1678": "magnet", "1679": "magnets", "1680": "mailbox", "1681": "main", "1682": "main st", "1683": "main street", "1684": "makeup", "1685": "male", "1686": "males", "1687": "mall", "1688": "man", "1689": "man in middle", "1690": "man made", "1691": "man on left", "1692": "man on right", "1693": "man's", "1694": "mane", "1695": "mango", "1696": "mantle", "1697": "many", "1698": "map", "1699": "maple", "1700": "maple leaf", "1701": "marble", "1702": "marina", "1703": "mariners", "1704": "mario", "1705": "marker", "1706": "market", "1707": "maroon", "1708": "married", "1709": "marshmallows", "1710": "mask", "1711": "mat", "1712": "mattress", "1713": "mayo", "1714": "mayonnaise", "1715": "mcdonald's", "1716": "me", "1717": "meat", "1718": "meatballs", "1719": "medium", "1720": "meeting", "1721": "men", "1722": "men's", "1723": "menu", "1724": "meow", "1725": "mercedes", "1726": "mercedes benz", "1727": "messy", "1728": "metal", "1729": "meter", "1730": "metro", "1731": "mets", "1732": "mexican", "1733": "mexico", "1734": "miami", "1735": "michigan", "1736": "mickey mouse", "1737": "microphone", "1738": "microsoft", "1739": "microwave", "1740": "middle", "1741": "middle 1", "1742": "military", "1743": "milk", "1744": "millions", "1745": "minnie mouse", "1746": "mint", "1747": "mirror", "1748": "mirrors", "1749": "mississippi", "1750": "mitsubishi", "1751": "mitt", "1752": "mixer", "1753": "model", "1754": "modern", "1755": "mohawk", "1756": "mom", "1757": "monday", "1758": "money", "1759": "monitor", "1760": "monkey", "1761": "monster", "1762": "moon", "1763": "moped", "1764": "more", "1765": "morning", "1766": "mosaic", "1767": "moss", "1768": "motel", "1769": "mother", "1770": "mother and child", "1771": "motion", "1772": "motocross", "1773": "motor", "1774": "motorbike", "1775": "motorcycle", "1776": "motorcycles", "1777": "motorola", "1778": "mound", "1779": "mountain", "1780": "mountain dew", "1781": "mountainous", "1782": "mountains", "1783": "mouse", "1784": "mouse pad", "1785": "mouth", "1786": "mouthwash", "1787": "movement", "1788": "movie", "1789": "moving", "1790": "mozzarella", "1791": "mt airy", "1792": "mud", "1793": "muffin", "1794": "muffins", "1795": "mug", "1796": "multi", "1797": "multi colored", "1798": "multicolored", "1799": "multiple", "1800": "mural", "1801": "museum", "1802": "mushroom", "1803": "mushrooms", "1804": "music", "1805": "mustache", "1806": "mustard", "1807": "mutt", "1808": "n", "1809": "name", "1810": "name tag", "1811": "napkin", "1812": "napkins", "1813": "nasa", "1814": "nathan's", "1815": "national express", "1816": "natural", "1817": "nature", "1818": "navy", "1819": "neck", "1820": "necklace", "1821": "neither", "1822": "neon", "1823": "nest", "1824": "net", "1825": "never", "1826": "new", "1827": "new orleans", "1828": "new york", "1829": "news", "1830": "newspaper", "1831": "next to toilet", "1832": "night", "1833": "night time", "1834": "nightstand", "1835": "nighttime", "1836": "nike", "1837": "nikon", "1838": "nintendo", "1839": "nissan", "1840": "no", "1841": "no 1", "1842": "no cat", "1843": "no clock", "1844": "no dog", "1845": "no flag", "1846": "no grass", "1847": "no hat", "1848": "no left turn", "1849": "no light", "1850": "no man", "1851": "no number", "1852": "no parking", "1853": "no plate", "1854": "no shirt", "1855": "no sign", "1856": "no smoking", "1857": "no train", "1858": "no water", "1859": "nobody", "1860": "nokia", "1861": "noodles", "1862": "noon", "1863": "normal", "1864": "north", "1865": "north america", "1866": "north face", "1867": "nose", "1868": "not", "1869": "not at all", "1870": "not here", "1871": "not high", "1872": "not in service", "1873": "not likely", "1874": "not long", "1875": "not possible", "1876": "not sure", "1877": "not there", "1878": "not very", "1879": "notebook", "1880": "notes", "1881": "nothing", "1882": "now", "1883": "nowhere", "1884": "numbers", "1885": "nursing", "1886": "nuts", "1887": "ny", "1888": "o", "1889": "oak", "1890": "oar", "1891": "oars", "1892": "obama", "1893": "ocean", "1894": "octagon", "1895": "octopus", "1896": "off", "1897": "office", "1898": "oil", "1899": "old", "1900": "older", "1901": "olives", "1902": "ollie", "1903": "olympics", "1904": "omelet", "1905": "on", "1906": "on beach", "1907": "on bed", "1908": "on bench", "1909": "on bike", "1910": "on boat", "1911": "on building", "1912": "on bus", "1913": "on car", "1914": "on chair", "1915": "on couch", "1916": "on counter", "1917": "on desk", "1918": "on dresser", "1919": "on elephant", "1920": "on floor", "1921": "on fridge", "1922": "on grass", "1923": "on ground", "1924": "on his face", "1925": "on his head", "1926": "on horse", "1927": "on laptop", "1928": "on left", "1929": "on man", "1930": "on motorcycle", "1931": "on napkin", "1932": "on phone", "1933": "on pizza", "1934": "on plane", "1935": "on plate", "1936": "on pole", "1937": "on rack", "1938": "on right", "1939": "on road", "1940": "on rock", "1941": "on runway", "1942": "on shelf", "1943": "on shore", "1944": "on sidewalk", "1945": "on sign", "1946": "on sink", "1947": "on skateboard", "1948": "on stove", "1949": "on street", "1950": "on suitcase", "1951": "on table", "1952": "on toilet", "1953": "on top", "1954": "on tower", "1955": "on track", "1956": "on tracks", "1957": "on train", "1958": "on tray", "1959": "on tree", "1960": "on wall", "1961": "on water", "1962": "on woman", "1963": "onion", "1964": "onion rings", "1965": "onions", "1966": "only", "1967": "opaque", "1968": "open", "1969": "opponent", "1970": "orange", "1971": "orange and black", "1972": "orange and blue", "1973": "orange and white", "1974": "orange and yellow", "1975": "orange juice", "1976": "oranges", "1977": "orchid", "1978": "oregon", "1979": "organic", "1980": "oriental", "1981": "orioles", "1982": "ostrich", "1983": "ottoman", "1984": "out", "1985": "out of focus", "1986": "outdoor", "1987": "outdoors", "1988": "outfield", "1989": "outside", "1990": "oval", "1991": "oven", "1992": "over", "1993": "over easy", "1994": "overalls", "1995": "overcast", "1996": "owl", "1997": "owner", "1998": "p", "1999": "pacific", "2000": "pacifier", "2001": "packing", "2002": "paddle", "2003": "paddle boarding", "2004": "paddling", "2005": "paint", "2006": "painted", "2007": "painting", "2008": "paisley", "2009": "pajamas", "2010": "palm", "2011": "palm tree", "2012": "palm trees", "2013": "pan", "2014": "pancake", "2015": "pancakes", "2016": "panda", "2017": "pans", "2018": "pants", "2019": "paper", "2020": "paper towels", "2021": "papers", "2022": "parachute", "2023": "parade", "2024": "parakeet", "2025": "parasailing", "2026": "pare", "2027": "paris", "2028": "park", "2029": "parked", "2030": "parking", "2031": "parking garage", "2032": "parking lot", "2033": "parking meter", "2034": "parking meters", "2035": "parmesan", "2036": "parmesan cheese", "2037": "parrot", "2038": "parrots", "2039": "parsley", "2040": "partly cloudy", "2041": "party", "2042": "passenger", "2043": "passengers", "2044": "pasta", "2045": "pastries", "2046": "pastry", "2047": "pasture", "2048": "patio", "2049": "patterned", "2050": "paved", "2051": "pavement", "2052": "paw", "2053": "pc", "2054": "peace", "2055": "peach", "2056": "peaches", "2057": "peacock", "2058": "peanut butter", "2059": "peanuts", "2060": "pear", "2061": "pearl", "2062": "peas", "2063": "pedestal", "2064": "pedestrian", "2065": "pedestrian crossing", "2066": "pedestrians", "2067": "pee", "2068": "peeing", "2069": "pelican", "2070": "pelicans", "2071": "pen", "2072": "pencil", "2073": "penguin", "2074": "penne", "2075": "pens", "2076": "people", "2077": "pepper", "2078": "pepperoni", "2079": "peppers", "2080": "pepsi", "2081": "persian", "2082": "person", "2083": "petting", "2084": "petting horse", "2085": "philadelphia", "2086": "phillies", "2087": "phone", "2088": "phones", "2089": "photo", "2090": "photograph", "2091": "photographer", "2092": "photography", "2093": "photoshop", "2094": "piano", "2095": "pickle", "2096": "pickles", "2097": "pickup", "2098": "picnic", "2099": "picnic table", "2100": "picture", "2101": "pictures", "2102": "pie", "2103": "pier", "2104": "pig", "2105": "pigeon", "2106": "pigeons", "2107": "pigtails", "2108": "pillow", "2109": "pillows", "2110": "pilot", "2111": "pine", "2112": "pineapple", "2113": "ping pong", "2114": "pink", "2115": "pink and black", "2116": "pink and blue", "2117": "pink and white", "2118": "pink and yellow", "2119": "pipe", "2120": "pipes", "2121": "pirate", "2122": "pirates", "2123": "pitbull", "2124": "pitch", "2125": "pitcher", "2126": "pitching", "2127": "pizza", "2128": "pizza box", "2129": "pizza cutter", "2130": "pizza hut", "2131": "placemat", "2132": "plaid", "2133": "plain", "2134": "plane", "2135": "planes", "2136": "plant", "2137": "planter", "2138": "plants", "2139": "plaster", "2140": "plastic", "2141": "plastic wrap", "2142": "plate", "2143": "plates", "2144": "platform", "2145": "play", "2146": "play tennis", "2147": "player", "2148": "players", "2149": "playing", "2150": "playing baseball", "2151": "playing frisbee", "2152": "playing game", "2153": "playing soccer", "2154": "playing tennis", "2155": "playing video game", "2156": "playing video games", "2157": "playing wii", "2158": "playstation", "2159": "plow", "2160": "plunger", "2161": "pm", "2162": "pocket", "2163": "pockets", "2164": "pointing", "2165": "polar", "2166": "polar bear", "2167": "polar bears", "2168": "pole", "2169": "poles", "2170": "police", "2171": "police officer", "2172": "polka dot", "2173": "polka dots", "2174": "polo", "2175": "pomeranian", "2176": "pond", "2177": "pony", "2178": "ponytail", "2179": "poodle", "2180": "pool", "2181": "poop", "2182": "pooping", "2183": "poor", "2184": "porcelain", "2185": "porch", "2186": "pork", "2187": "posing", "2188": "post", "2189": "poster", "2190": "posts", "2191": "pot", "2192": "potato", "2193": "potato salad", "2194": "potatoes", "2195": "pots", "2196": "pottery", "2197": "powdered", "2198": "powdered sugar", "2199": "power", "2200": "power lines", "2201": "practice", "2202": "prince", "2203": "print", "2204": "printer", "2205": "privacy", "2206": "private", "2207": "produce", "2208": "professional", "2209": "prom", "2210": "propeller", "2211": "protection", "2212": "protest", "2213": "public", "2214": "public market center", "2215": "pug", "2216": "pull", "2217": "puma", "2218": "pumpkin", "2219": "puppy", "2220": "purple", "2221": "purple and white", "2222": "purse", "2223": "qantas", "2224": "qatar", "2225": "queen", "2226": "quilt", "2227": "r", "2228": "rabbit", "2229": "race", "2230": "racing", "2231": "rack", "2232": "racket", "2233": "rackets", "2234": "racquet", "2235": "radiator", "2236": "radio", "2237": "radish", "2238": "raft", "2239": "rail", "2240": "railing", "2241": "railroad crossing", "2242": "rain", "2243": "rainbow", "2244": "raining", "2245": "rainy", "2246": "ram", "2247": "ramp", "2248": "ranch", "2249": "raspberries", "2250": "raspberry", "2251": "raw", "2252": "rays", "2253": "reading", "2254": "real", "2255": "rear", "2256": "recently", "2257": "recessed", "2258": "recliner", "2259": "rectangle", "2260": "rectangles", "2261": "red", "2262": "red and black", "2263": "red and blue", "2264": "red and gray", "2265": "red and green", "2266": "red and silver", "2267": "red and white", "2268": "red and yellow", "2269": "red bull", "2270": "red light", "2271": "red sox", "2272": "red velvet", "2273": "red white and blue", "2274": "red white blue", "2275": "reds", "2276": "referee", "2277": "reflection", "2278": "refrigerator", "2279": "refrigerators", "2280": "regular", "2281": "reins", "2282": "relaxing", "2283": "relish", "2284": "remodeling", "2285": "remote", "2286": "remote control", "2287": "remotes", "2288": "residential", "2289": "restaurant", "2290": "resting", "2291": "ribbon", "2292": "rice", "2293": "ride", "2294": "riding", "2295": "riding bike", "2296": "riding bikes", "2297": "riding elephant", "2298": "riding horse", "2299": "riding horses", "2300": "riding motorcycle", "2301": "right", "2302": "right 1", "2303": "right hand", "2304": "right side", "2305": "ring", "2306": "ring finger", "2307": "ripe", "2308": "river", "2309": "road", "2310": "roast beef", "2311": "robe", "2312": "robin", "2313": "robot", "2314": "rock", "2315": "rocks", "2316": "rocky", "2317": "rodeo", "2318": "rolex", "2319": "roll", "2320": "roman", "2321": "roman numerals", "2322": "roof", "2323": "room", "2324": "rooster", "2325": "rope", "2326": "rose", "2327": "roses", "2328": "rottweiler", "2329": "rough", "2330": "round", "2331": "roundabout", "2332": "rowing", "2333": "rubber", "2334": "rug", "2335": "rugby", "2336": "run", "2337": "running", "2338": "runway", "2339": "rural", "2340": "russia", "2341": "russian", "2342": "rust", "2343": "rv", "2344": "rye", "2345": "s", "2346": "sad", "2347": "saddle", "2348": "safari", "2349": "safe", "2350": "safety", "2351": "sail", "2352": "sailboat", "2353": "sailboats", "2354": "sailing", "2355": "salad", "2356": "salmon", "2357": "salon", "2358": "salt", "2359": "salt and pepper", "2360": "samsung", "2361": "san diego", "2362": "san francisco", "2363": "sand", "2364": "sandals", "2365": "sandwich", "2366": "sandwiches", "2367": "santa", "2368": "santa hat", "2369": "sas", "2370": "sauce", "2371": "sauerkraut", "2372": "sausage", "2373": "savannah", "2374": "savory", "2375": "scale", "2376": "scania", "2377": "scarf", "2378": "scenery", "2379": "schnauzer", "2380": "school", "2381": "school bus", "2382": "scissors", "2383": "scooter", "2384": "scrambled", "2385": "scratching", "2386": "screen", "2387": "seafood", "2388": "seagull", "2389": "seagulls", "2390": "seat", "2391": "seattle", "2392": "seaweed", "2393": "second", "2394": "security", "2395": "sedan", "2396": "seeds", "2397": "selfie", "2398": "selling", "2399": "semi", "2400": "sepia", "2401": "serious", "2402": "serve", "2403": "serving", "2404": "sesame", "2405": "sesame seeds", "2406": "setting", "2407": "several", "2408": "sewing", "2409": "shade", "2410": "shadow", "2411": "shadows", "2412": "shaking hands", "2413": "shallow", "2414": "shampoo", "2415": "shape", "2416": "shark", "2417": "shaved", "2418": "shearing", "2419": "shed", "2420": "sheep", "2421": "sheepdog", "2422": "sheet", "2423": "sheets", "2424": "shelf", "2425": "shell", "2426": "shells", "2427": "shelter", "2428": "shelves", "2429": "shepherd", "2430": "shih tzu", "2431": "shingles", "2432": "ship", "2433": "shirt", "2434": "shirt and tie", "2435": "shirts", "2436": "shoe", "2437": "shoes", "2438": "shop", "2439": "shopping", "2440": "shopping cart", "2441": "shore", "2442": "short", "2443": "shorter", "2444": "shorts", "2445": "shoulder", "2446": "show", "2447": "shower", "2448": "shower curtain", "2449": "shower head", "2450": "shrimp", "2451": "shut", "2452": "siamese", "2453": "siblings", "2454": "side", "2455": "side of road", "2456": "sidecar", "2457": "sidewalk", "2458": "sideways", "2459": "sign", "2460": "signs", "2461": "silk", "2462": "silver", "2463": "silver and black", "2464": "silver and red", "2465": "silverware", "2466": "singapore", "2467": "singing", "2468": "single", "2469": "single engine", "2470": "singles", "2471": "sink", "2472": "sitting", "2473": "size", "2474": "skate", "2475": "skate park", "2476": "skateboard", "2477": "skateboarder", "2478": "skateboarding", "2479": "skateboards", "2480": "skatepark", "2481": "skating", "2482": "skeleton", "2483": "ski", "2484": "ski boots", "2485": "ski lift", "2486": "ski pole", "2487": "ski poles", "2488": "ski resort", "2489": "ski slope", "2490": "skier", "2491": "skiers", "2492": "skiing", "2493": "skirt", "2494": "skis", "2495": "skull", "2496": "skull and crossbones", "2497": "sky", "2498": "skyscraper", "2499": "skyscrapers", "2500": "slacks", "2501": "sled", "2502": "sleep", "2503": "sleeping", "2504": "sleeve", "2505": "sliced", "2506": "slide", "2507": "sliding", "2508": "slippers", "2509": "slope", "2510": "slow", "2511": "slow down", "2512": "small", "2513": "smaller", "2514": "smartphone", "2515": "smile", "2516": "smiley face", "2517": "smiling", "2518": "smoke", "2519": "smoking", "2520": "smooth", "2521": "smoothie", "2522": "snake", "2523": "sneakers", "2524": "sniffing", "2525": "snow", "2526": "snowboard", "2527": "snowboarder", "2528": "snowboarding", "2529": "snowboards", "2530": "snowflakes", "2531": "snowing", "2532": "snowsuit", "2533": "snowy", "2534": "soap", "2535": "soccer", "2536": "soccer ball", "2537": "soccer field", "2538": "socks", "2539": "soda", "2540": "sofa", "2541": "soft", "2542": "softball", "2543": "soldier", "2544": "soldiers", "2545": "solid", "2546": "someone", "2547": "sony", "2548": "sony ericsson", "2549": "soon", "2550": "soup", "2551": "south", "2552": "southwest", "2553": "space", "2554": "space needle", "2555": "space shuttle", "2556": "spaghetti", "2557": "spanish", "2558": "sparrow", "2559": "spatula", "2560": "speaker", "2561": "speakers", "2562": "spectators", "2563": "speed limit", "2564": "spices", "2565": "spider", "2566": "spiderman", "2567": "spinach", "2568": "spiral", "2569": "spoon", "2570": "spoons", "2571": "sports", "2572": "spots", "2573": "spotted", "2574": "spray paint", "2575": "spring", "2576": "sprinkles", "2577": "sprint", "2578": "sprite", "2579": "square", "2580": "squares", "2581": "squash", "2582": "squatting", "2583": "squirrel", "2584": "st patrick's day", "2585": "stability", "2586": "stadium", "2587": "stagecoach", "2588": "stained glass", "2589": "stainless steel", "2590": "stairs", "2591": "stand", "2592": "standing", "2593": "standing still", "2594": "stands", "2595": "star", "2596": "star alliance", "2597": "star wars", "2598": "starbucks", "2599": "staring", "2600": "stars", "2601": "state farm", "2602": "station", "2603": "statue", "2604": "statues", "2605": "steak", "2606": "steam", "2607": "steamed", "2608": "steel", "2609": "steeple", "2610": "steering wheel", "2611": "steps", "2612": "stew", "2613": "stick", "2614": "sticker", "2615": "stickers", "2616": "sticks", "2617": "still", "2618": "stir fry", "2619": "stomach", "2620": "stone", "2621": "stones", "2622": "stool", "2623": "stop", "2624": "stop light", "2625": "stop sign", "2626": "stopped", "2627": "stopping", "2628": "storage", "2629": "store", "2630": "stork", "2631": "storm", "2632": "stove", "2633": "straight", "2634": "straight ahead", "2635": "strap", "2636": "straw", "2637": "strawberries", "2638": "strawberry", "2639": "street", "2640": "street light", "2641": "street name", "2642": "street sign", "2643": "stretching", "2644": "strike", "2645": "string", "2646": "stripe", "2647": "striped", "2648": "stripes", "2649": "stroller", "2650": "stucco", "2651": "student", "2652": "students", "2653": "stuffed", "2654": "stuffed animal", "2655": "stuffed animals", "2656": "style", "2657": "styrofoam", "2658": "sub", "2659": "subway", "2660": "sugar", "2661": "suit", "2662": "suitcase", "2663": "suitcases", "2664": "suits", "2665": "summer", "2666": "sun", "2667": "sun hat", "2668": "sunbathing", "2669": "sunflower", "2670": "sunflowers", "2671": "sunglasses", "2672": "sunlight", "2673": "sunny", "2674": "sunrise", "2675": "sunset", "2676": "supreme", "2677": "surf", "2678": "surfboard", "2679": "surfboards", "2680": "surfer", "2681": "surfers", "2682": "surfing", "2683": "surprise", "2684": "surprised", "2685": "sushi", "2686": "suspenders", "2687": "suv", "2688": "suzuki", "2689": "swan", "2690": "swans", "2691": "sweat", "2692": "sweatband", "2693": "sweater", "2694": "sweatshirt", "2695": "sweet", "2696": "sweet potato", "2697": "swim", "2698": "swim trunks", "2699": "swimming", "2700": "swimsuit", "2701": "swing", "2702": "swinging", "2703": "swinging bat", "2704": "swirls", "2705": "swiss", "2706": "switzerland", "2707": "sydney", "2708": "syrup", "2709": "t", "2710": "t shirt", "2711": "t shirt and jeans", "2712": "tabby", "2713": "table", "2714": "tablecloth", "2715": "tables", "2716": "tablet", "2717": "tag", "2718": "tags", "2719": "tail", "2720": "take off", "2721": "taking off", "2722": "taking photo", "2723": "taking picture", "2724": "taking pictures", "2725": "taking selfie", "2726": "talking", "2727": "talking on phone", "2728": "tall", "2729": "taller", "2730": "tam", "2731": "tan", "2732": "tank", "2733": "tank top", "2734": "tape", "2735": "target", "2736": "tarmac", "2737": "tarp", "2738": "tater tots", "2739": "tattoo", "2740": "tattoos", "2741": "taxi", "2742": "tea", "2743": "teacher", "2744": "teal", "2745": "team", "2746": "teddy", "2747": "teddy bear", "2748": "teddy bears", "2749": "teeth", "2750": "telephone", "2751": "television", "2752": "tell time", "2753": "telling time", "2754": "tennis", "2755": "tennis ball", "2756": "tennis court", "2757": "tennis player", "2758": "tennis racket", "2759": "tennis rackets", "2760": "tennis racquet", "2761": "tennis shoes", "2762": "tent", "2763": "tents", "2764": "terrier", "2765": "texas", "2766": "texting", "2767": "thai", "2768": "thailand", "2769": "thanksgiving", "2770": "theater", "2771": "they aren't", "2772": "thick", "2773": "thin", "2774": "thomas", "2775": "thoroughbred", "2776": "thousands", "2777": "throw", "2778": "throw ball", "2779": "throw frisbee", "2780": "throwing", "2781": "throwing frisbee", "2782": "thumb", "2783": "thumbs up", "2784": "tiara", "2785": "tie", "2786": "tie dye", "2787": "ties", "2788": "tiger", "2789": "tigers", "2790": "tile", "2791": "tiled", "2792": "tiles", "2793": "tim hortons", "2794": "time", "2795": "tinkerbell", "2796": "tire", "2797": "tired", "2798": "tires", "2799": "tissue", "2800": "tissues", "2801": "to catch ball", "2802": "to catch frisbee", "2803": "to dry", "2804": "to eat", "2805": "to get to other side", "2806": "to hit ball", "2807": "to left", "2808": "to right", "2809": "to see", "2810": "toast", "2811": "toasted", "2812": "toaster", "2813": "toaster oven", "2814": "toilet", "2815": "toilet brush", "2816": "toilet paper", "2817": "toiletries", "2818": "toilets", "2819": "tokyo", "2820": "tomato", "2821": "tomatoes", "2822": "tongs", "2823": "tongue", "2824": "tools", "2825": "toothbrush", "2826": "toothbrushes", "2827": "toothpaste", "2828": "toothpick", "2829": "toothpicks", "2830": "top", "2831": "top hat", "2832": "top left", "2833": "top right", "2834": "toronto", "2835": "toshiba", "2836": "tour", "2837": "tourist", "2838": "tow", "2839": "tow truck", "2840": "toward", "2841": "towards", "2842": "towel", "2843": "towels", "2844": "tower", "2845": "towing", "2846": "town", "2847": "toy", "2848": "toyota", "2849": "toys", "2850": "track", "2851": "tracks", "2852": "tractor", "2853": "traffic", "2854": "traffic light", "2855": "traffic lights", "2856": "trailer", "2857": "train", "2858": "train car", "2859": "train station", "2860": "train tracks", "2861": "trains", "2862": "transport", "2863": "transportation", "2864": "trash", "2865": "trash can", "2866": "travel", "2867": "traveling", "2868": "tray", "2869": "tree", "2870": "tree branch", "2871": "trees", "2872": "triangle", "2873": "triangles", "2874": "trick", "2875": "tripod", "2876": "triumph", "2877": "trolley", "2878": "tropical", "2879": "tropicana", "2880": "truck", "2881": "trucks", "2882": "trunk", "2883": "trunks", "2884": "tub", "2885": "tube", "2886": "tugboat", "2887": "tulip", "2888": "tulips", "2889": "tuna", "2890": "tunnel", "2891": "turkey", "2892": "turn", "2893": "turn right", "2894": "turning", "2895": "turtle", "2896": "tusks", "2897": "tuxedo", "2898": "tv", "2899": "tv stand", "2900": "twin", "2901": "twins", "2902": "tying tie", "2903": "typing", "2904": "uk", "2905": "umbrella", "2906": "umbrellas", "2907": "umpire", "2908": "unclear", "2909": "under", "2910": "under armour", "2911": "under sink", "2912": "under table", "2913": "under tree", "2914": "uniform", "2915": "uniforms", "2916": "union station", "2917": "united", "2918": "united states", "2919": "unknown", "2920": "unsure", "2921": "up", "2922": "uphill", "2923": "upright", "2924": "ups", "2925": "upside down", "2926": "urban", "2927": "urinal", "2928": "urinals", "2929": "us", "2930": "us air force", "2931": "us airways", "2932": "us airways express", "2933": "us open", "2934": "usa", "2935": "used", "2936": "using computer", "2937": "using laptop", "2938": "utensils", "2939": "v", "2940": "vacation", "2941": "vaio", "2942": "valentine's day", "2943": "van", "2944": "vanilla", "2945": "vans", "2946": "vase", "2947": "vases", "2948": "vegetable", "2949": "vegetables", "2950": "vegetarian", "2951": "veggie", "2952": "veggies", "2953": "vehicles", "2954": "venice", "2955": "vent", "2956": "verizon", "2957": "vertical", "2958": "very", "2959": "very big", "2960": "very deep", "2961": "very fast", "2962": "very high", "2963": "very long", "2964": "very old", "2965": "very tall", "2966": "vest", "2967": "vests", "2968": "victoria", "2969": "victorian", "2970": "video", "2971": "video game", "2972": "vines", "2973": "virgin", "2974": "virgin atlantic", "2975": "visibility", "2976": "visilab", "2977": "visor", "2978": "volkswagen", "2979": "volleyball", "2980": "volvo", "2981": "w", "2982": "waffle", "2983": "wagon", "2984": "waiting", "2985": "wakeboard", "2986": "walgreens", "2987": "walk", "2988": "walking", "2989": "wall", "2990": "wall st", "2991": "wallet", "2992": "wallpaper", "2993": "war", "2994": "warm", "2995": "warmth", "2996": "warning", "2997": "washing", "2998": "washington", "2999": "washington dc", "3000": "washington monument", "3001": "watch", "3002": "watch tv", "3003": "watching", "3004": "watching tv", "3005": "water", "3006": "water bottle", "3007": "water ski", "3008": "water skiing", "3009": "water skis", "3010": "watermark", "3011": "watermelon", "3012": "wave", "3013": "waves", "3014": "waving", "3015": "wavy", "3016": "wax", "3017": "wax paper", "3018": "weather vane", "3019": "website", "3020": "wedding", "3021": "weeds", "3022": "welcome", "3023": "west", "3024": "western", "3025": "westin", "3026": "westjet", "3027": "wet", "3028": "wetsuit", "3029": "wetsuits", "3030": "whale", "3031": "wheat", "3032": "wheel", "3033": "wheelchair", "3034": "wheelie", "3035": "wheels", "3036": "whipped cream", "3037": "whirlpool", "3038": "white", "3039": "white and black", "3040": "white and blue", "3041": "white and brown", "3042": "white and gray", "3043": "white and green", "3044": "white and orange", "3045": "white and pink", "3046": "white and red", "3047": "white and yellow", "3048": "white house", "3049": "whole", "3050": "wicker", "3051": "wide", "3052": "wii", "3053": "wii controller", "3054": "wii controllers", "3055": "wii remote", "3056": "wii remotes", "3057": "wiimote", "3058": "wild", "3059": "wildebeest", "3060": "willow", "3061": "wilson", "3062": "wind", "3063": "windmill", "3064": "window", "3065": "window sill", "3066": "windows", "3067": "windowsill", "3068": "windsor", "3069": "windsurfing", "3070": "windy", "3071": "wine", "3072": "wine bottle", "3073": "wine glass", "3074": "wine glasses", "3075": "wine tasting", "3076": "wing", "3077": "wings", "3078": "winnie pooh", "3079": "winter", "3080": "wire", "3081": "wireless", "3082": "wires", "3083": "wisconsin", "3084": "woman", "3085": "woman's", "3086": "women", "3087": "women's", "3088": "wood", "3089": "wooden", "3090": "woodpecker", "3091": "woods", "3092": "wool", "3093": "words", "3094": "work", "3095": "working", "3096": "worms", "3097": "wreath", "3098": "wrist", "3099": "wristband", "3100": "writing", "3101": "x", "3102": "xbox", "3103": "y", "3104": "yacht", "3105": "yamaha", "3106": "yankees", "3107": "yard", "3108": "yarn", "3109": "years", "3110": "yellow", "3111": "yellow and black", "3112": "yellow and blue", "3113": "yellow and green", "3114": "yellow and orange", "3115": "yellow and red", "3116": "yellow and white", "3117": "yes", "3118": "yield", "3119": "yogurt", "3120": "young", "3121": "younger", "3122": "zebra", "3123": "zebra and giraffe", "3124": "zebras", "3125": "zig zag", "3126": "zipper", "3127": "zoo", "3128": "zucchini"}

app.py

@@ -0,0 +1,81 @@
+from io import BytesIO
+import streamlit as st
+import pandas as pd
+import json
+import os
+import numpy as np
+from model.flax_clip_vision_bert.modeling_clip_vision_bert import FlaxCLIPVisionBertForSequenceClassification
+from utils import get_transformed_image, get_text_attributes, get_top_5_predictions, plotly_express_horizontal_bar_plot, translate_labels
+import matplotlib.pyplot as plt
+from mtranslate import translate
+from PIL import Image
+
+
+@st.cache
+def load_model(ckpt):
+    return FlaxCLIPVisionBertForSequenceClassification.from_pretrained(ckpt)
+
+def softmax(logits):
+    return np.exp(logits)/np.sum(np.exp(logits), axis=0)
+
+checkpoints = ['./ckpt/ckpt-60k-5999'] # TODO: Maybe add more checkpoints?
+dummy_data = pd.read_csv('dummy_vqa_multilingual.tsv', sep='\t')
+with open('answer_reverse_mapping.json') as f:
+    answer_reverse_mapping = json.load(f)
+
+# Init Session State
+if 'image_file' not in st.session_state:
+    st.session_state.image_file = dummy_data.loc[0,'image_file']
+    st.session_state.question = dummy_data.loc[0,'question']
+    st.session_state.answer_label = dummy_data.loc[0,'answer_label']
+    st.session_state.question_lang_id = dummy_data.loc[0, 'lang_id']
+    st.session_state.answer_lang_id = dummy_data.loc[0, 'lang_id']
+    
+    image_path = os.path.join('images',st.session_state.image_file)
+    image = plt.imread(image_path)
+    st.session_state.image = image
+
+col1, col2 = st.beta_columns([5,5])
+if col1.button('Get a Random Example'):
+    sample = dummy_data.sample(1).reset_index()
+    st.session_state.image_file = sample.loc[0,'image_file']
+    st.session_state.question = sample.loc[0,'question']
+    st.session_state.answer_label = sample.loc[0,'answer_label']
+    st.session_state.question_lang_id = sample.loc[0, 'lang_id']
+    st.session_state.answer_lang_id = sample.loc[0, 'lang_id']
+
+    image_path = os.path.join('images',st.session_state.image_file)
+    image = plt.imread(image_path)
+    st.session_state.image = image
+
+
+uploaded_file = col2.file_uploader('Upload your image', type=['png','jpg','jpeg'])
+if uploaded_file is not None:
+    st.session_state.image_file = os.path.join('images/val2014',uploaded_file.name)
+    st.session_state.image = np.array(Image.open(uploaded_file))
+    
+
+transformed_image = get_transformed_image(st.session_state.image)
+
+# Display Image
+st.image(st.session_state.image, use_column_width='always')
+
+# Display Question
+question = st.text_input(label="Question", value=st.session_state.question)
+st.markdown(f"""**English Translation**: {question if st.session_state.question_lang_id == "en" else translate(question, 'en')}""")
+question_inputs = get_text_attributes(question)
+
+# Select Language
+options = ['en', 'de', 'es', 'fr']
+st.session_state.answer_lang_id = st.selectbox('Answer Language', index=options.index(st.session_state.answer_lang_id), options=options)
+# Display Top-5 Predictions
+with st.spinner('Loading model...'):
+    model = load_model(checkpoints[0])
+with st.spinner('Predicting...'):
+    predictions = model(pixel_values = transformed_image, **question_inputs)
+logits = np.array(predictions[0][0])
+logits = softmax(logits)
+labels, values = get_top_5_predictions(logits, answer_reverse_mapping)
+translated_labels = translate_labels(labels, st.session_state.answer_lang_id)
+fig = plotly_express_horizontal_bar_plot(values, translated_labels)
+st.plotly_chart(fig)

ckpt/ckpt-60k-5999/flax_model.msgpack

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f49d5f923ece9e5934a390d8c98abce35a11f207a8a750c6b9450a98c516c7ef
+size 1032830156

ckpt/ckpt-60k-5999/opt_state.msgpack

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd75d12313ab374bef6be1d5d33f11989b062f84d907a17aeae5e7cc9cfe1f81
+size 2065660552

ckpt/ckpt-60k-5999/training_state.json

@@ -0,0 +1 @@
+{"step": 6000}

dummy_vqa_multilingual.tsv

@@ -0,0 +1,101 @@
+image_file	question	answer_label	question_type	lang_id
+val2014/COCO_val2014_000000579060.jpg	How many people are wearing hats?	3	how many people are	en
+val2014/COCO_val2014_000000574256.jpg	Qu'est-ce que c'est?	1363	what kind of	fr
+val2014/COCO_val2014_000000084533.jpg	- ¿El motociclista lleva casco, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh	1840	is the	es
+val2014/COCO_val2014_000000308441.jpg	- ¿Qué clase de juego está viendo la multitud? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no	2754	what kind of	es
+val2014/COCO_val2014_000000512416.jpg	- ¿Cuantas velas hay en el cupcake? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no,	138	how many	es
+val2014/COCO_val2014_000000246717.jpg	- ¿Puedes girar a la izquierda? - ¡A la izquierda, a la izquierda, a la izquierda, a la izquierda, a la izquierda, a la izquierda, a la izquierda, a la izquierda, a la izquierda, a la izquierda, a la izquierda, a la izquierda, a la izquierda,	3117	can you	es
+val2014/COCO_val2014_000000156532.jpg	Y a-t-il un bateau sur le lac?	3117	is there a	fr
+val2014/COCO_val2014_000000351589.jpg	- Haben die Fenster Bildschirme?	3117	do	de
+val2014/COCO_val2014_000000542024.jpg	- ¿Qué equipo deportivo está a punto de batear? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no,	573	what	es
+val2014/COCO_val2014_000000467721.jpg	Dans quel pays se trouve cette rue?	1208	what	fr
+val2014/COCO_val2014_000000412019.jpg	Is the plane ascending or descending?	958	is the	en
+val2014/COCO_val2014_000000435321.jpg	Is the woman wearing comfortable shoes?	1840	is the woman	en
+val2014/COCO_val2014_000000261758.jpg	- ¿De qué está hecha la pared? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no	3088	what is the	es
+val2014/COCO_val2014_000000363645.jpg	- ¿A cuánta gente le están tomando una foto? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no	138	how many people are	es
+val2014/COCO_val2014_000000242610.jpg	Pourriez-vous vous lever de ce lit?	1840	could	fr
+val2014/COCO_val2014_000000382729.jpg	Ist der Ball auf dem Weg?	3117	is the	de
+val2014/COCO_val2014_000000558834.jpg	Quel sport utilise ce ballon?	2535	what	fr
+val2014/COCO_val2014_000000473299.jpg	Would it be hot or cold where the people are in this picture?	818	none of the above	en
+val2014/COCO_val2014_000000095805.jpg	Do they like each other?	3117	do	en
+val2014/COCO_val2014_000000000757.jpg	- ¿Cuántos elefantes hay en esta foto? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no,	138	how many	es
+val2014/COCO_val2014_000000546596.jpg	- Sind das drei Teddybären?	3117	are these	de
+val2014/COCO_val2014_000000370929.jpg	Qu'est-ce qu'il y a sur les rails?	2857	what is on the	fr
+val2014/COCO_val2014_000000277440.jpg	Y a-t-il un livre ouvert dans l'image?	3117	is there	fr
+val2014/COCO_val2014_000000066973.jpg	De quelle couleur sont les pots de fleurs?	591	what color are the	fr
+val2014/COCO_val2014_000000441500.jpg	Quelle année est indiquée sur le devant de sa chemise?	1	what	fr
+val2014/COCO_val2014_000000090255.jpg	Is the woman drinking tea?	1840	is the woman	en
+val2014/COCO_val2014_000000209602.jpg	- ¿Se lo tomaron en invierno? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no,	3117	was	es
+val2014/COCO_val2014_000000017018.jpg	What color is this person's coat?	510	what color is	en
+val2014/COCO_val2014_000000354978.jpg	De quelle couleur est la robe de la fille?	2261	what color is the	fr
+val2014/COCO_val2014_000000548843.jpg	- ¿El niño está eligiendo un snack saludable? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no,	1840	is the	es
+val2014/COCO_val2014_000000099177.jpg	What color socks is the girl on the ground wearing ?L?	0	what color	en
+val2014/COCO_val2014_000000109316.jpg	Trägt diese Dame einen Regenschirm?	3117	is this	de
+val2014/COCO_val2014_000000547047.jpg	What is the point in this sign?	0	what is the	en
+val2014/COCO_val2014_000000167353.jpg	Does this clock have a second hand?	1840	does this	en
+val2014/COCO_val2014_000000015517.jpg	What type of business is in the photo?	619	what type of	en
+val2014/COCO_val2014_000000036607.jpg	Schreibt die Person SMS?	1840	is the person	de
+val2014/COCO_val2014_000000313386.jpg	Welcher Buchstabe wird fast ganz links vom Rahmen abgeschnitten?	635	what	de
+val2014/COCO_val2014_000000050165.jpg	What purpose does the train car serve now?	2862	what	en
+val2014/COCO_val2014_000000144935.jpg	Où cette photo est-elle prise?	435	none of the above	fr
+val2014/COCO_val2014_000000163348.jpg	- Welche Farbe hat der Laptop?	3038	what color is the	de
+val2014/COCO_val2014_000000381576.jpg	Combien de bancs?	95	how many	fr
+val2014/COCO_val2014_000000013466.jpg	Le ciel est-il beau?	3117	is the	fr
+val2014/COCO_val2014_000000481480.jpg	What are the men riding?	1423	what are the	en
+val2014/COCO_val2014_000000068411.jpg	De quelle couleur est l'ours supérieur?	510	what color is the	fr
+val2014/COCO_val2014_000000314907.jpg	- ¿Cuántos carriles hay en este camino? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no,	95	how many	es
+val2014/COCO_val2014_000000230561.jpg	Was this taken inside or outside?	1488	was	en
+val2014/COCO_val2014_000000032901.jpg	Combien y a-t-il?	164	how many people are	fr
+val2014/COCO_val2014_000000117328.jpg	- Welche Farbe haben die Schuhe?	3038	what color are the	de
+val2014/COCO_val2014_000000308441.jpg	What kind of game is the crowd watching?	2754	what kind of	en
+val2014/COCO_val2014_000000109055.jpg	- ¿El gato está ronroneando? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no,	1840	is the	es
+val2014/COCO_val2014_000000410231.jpg	Est-ce que l'œil de la girafe est fermé?	1840	is the	fr
+val2014/COCO_val2014_000000023899.jpg	- ¿A cuántas personas se les muestra? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, ¡no, no, no, no, no, no, no, no, no, no,	138	how many people are	es
+val2014/COCO_val2014_000000197716.jpg	Wie viele Busse gibt es auf der Straße?	3	how many	de
+val2014/COCO_val2014_000000526359.jpg	What is the name of some stores would you be able to buy some of that furniture in?	0	what is the name	en
+val2014/COCO_val2014_000000079837.jpg	Sieht die Sonne mit diesen Vögeln aus?	1840	is the	de
+val2014/COCO_val2014_000000433499.jpg	Ist das ein Pendler-Zug?	1840	is this a	de
+val2014/COCO_val2014_000000171255.jpg	Quelle est la caractéristique du terrain en arrière-plan?	435	what	fr
+val2014/COCO_val2014_000000187565.jpg	What shape is the vase?	2330	what	en
+val2014/COCO_val2014_000000046269.jpg	What color is the car?	488	what color is the	en
+val2014/COCO_val2014_000000153011.jpg	Was sind die beiden Buchstaben auf dem grünen Teil des Trucks?	0	what are the	de
+val2014/COCO_val2014_000000117374.jpg	De quelle couleur est l'oiseau?	488	what color is the	fr
+val2014/COCO_val2014_000000519744.jpg	Sieht der Mann auf dem Bild glücklich aus?	3117	does the	de
+val2014/COCO_val2014_000000567290.jpg	Is the store busy?	1840	is the	en
+val2014/COCO_val2014_000000563050.jpg	- ¿Dónde está el agua? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no	0	where is the	es
+val2014/COCO_val2014_000000518348.jpg	Est-ce que ces animaux sont contenus?	1840	are these	fr
+val2014/COCO_val2014_000000303543.jpg	Are the men wearing bodysuits?	1840	are the	en
+val2014/COCO_val2014_000000379402.jpg	Elle est dans un restaurant?	1840	is	fr
+val2014/COCO_val2014_000000541351.jpg	What color is the ground?	1305	what color is the	en
+val2014/COCO_val2014_000000260094.jpg	L'avion est-il à l'intérieur ou à l'extérieur?	1989	is the	fr
+val2014/COCO_val2014_000000460927.jpg	How many bears do you see?	3	how many	en
+val2014/COCO_val2014_000000190585.jpg	Are the utensils in the photo?	3117	are the	en
+val2014/COCO_val2014_000000490320.jpg	- ¿Estos teléfonos son tapas rotativas? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no	3117	are these	es
+val2014/COCO_val2014_000000121031.jpg	- ¿A qué profundidad está el agua? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no	166	how	es
+val2014/COCO_val2014_000000074646.jpg	Gibt es auf diesem Bild einen oder mehrere Drachen?	3	is there	de
+val2014/COCO_val2014_000000566414.jpg	- Welche Farbe hat das Gebäude?	2261	what color is the	de
+val2014/COCO_val2014_000000564851.jpg	What color is the toilet?	3038	what color is the	en
+val2014/COCO_val2014_000000577223.jpg	- ¿Para qué cadena de hamburguesas conduce este camión? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no,	0	what	es
+val2014/COCO_val2014_000000375765.jpg	- ¿Y las jirafas, qué hacen? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no	1064	what are the	es
+val2014/COCO_val2014_000000321437.jpg	Is the clock ornate?	3117	is the	en
+val2014/COCO_val2014_000000298994.jpg	Are there any fruits among the vegetables?	1840	are there any	en
+val2014/COCO_val2014_000000029465.jpg	What is the ground covered in?	2525	what is the	en
+val2014/COCO_val2014_000000190689.jpg	Quelle partie du snowboard est touchée?	1224	what	fr
+val2014/COCO_val2014_000000151393.jpg	Are any of the signs the same?	1840	are	en
+val2014/COCO_val2014_000000486046.jpg	How many zebras are there?	3	how many	en
+val2014/COCO_val2014_000000163640.jpg	Is this person happy?	3117	is this person	en
+val2014/COCO_val2014_000000560757.jpg	- Wie kalt ist das Wasser?	0	how	de
+val2014/COCO_val2014_000000111546.jpg	Ist das Gebäude orniert?	3117	is the	de
+val2014/COCO_val2014_000000132042.jpg	- ¿De qué color es su camisa? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no	1300	what color is	es
+val2014/COCO_val2014_000000488743.jpg	Worauf sitzt dieses orangefarbene Ding?	1345	what is this	de
+val2014/COCO_val2014_000000300000.jpg	Was guckt der Hund denn so?	1141	what is the	de
+val2014/COCO_val2014_000000295574.jpg	- ¿A qué habitación perteneces, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh, eh,	429	which	es
+val2014/COCO_val2014_000000416331.jpg	- ¿De qué color es el tren en el camino correcto? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no	1300	what color is the	es
+val2014/COCO_val2014_000000238537.jpg	Ist das Brett aus Holz gefertigt?	3117	is the	de
+val2014/COCO_val2014_000000208971.jpg	La plante est-elle grande?	3117	is the	fr
+val2014/COCO_val2014_000000169143.jpg	Is the player running?	3117	is the	en
+val2014/COCO_val2014_000000570171.jpg	- ¿Qué otros animales hay en esta foto? - ¡No, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no, no,	3059	what	es
+val2014/COCO_val2014_000000552074.jpg	Was befindet sich in der rechten Ecke des Fußbodens?	2814	what is in the	de
+val2014/COCO_val2014_000000568107.jpg	- ¿La moto está parada, o va hacia delante, sin moverse, o qué, sin moverse, o qué, sin moverse, no va hacia delante, o qué, sin moverse, ¡no, no, no, no, no, no, no, no, no, no, no, no	0	is the	es
+val2014/COCO_val2014_000000499374.jpg	Regnet es denn?	1840	is it	de
+val2014/COCO_val2014_000000270381.jpg	Where is the bench?	1134	where is the	en