config.json

{
  "architectures": [
    "TimeSformerForVideoClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "attention_type": "divided_space_time",
  "drop_path_prob": 0,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "tying knot (not on a tie)",
    "1": "swinging baseball bat",
    "2": "playing ocarina",
    "3": "waiting in line",
    "4": "land sailing",
    "5": "snowboarding",
    "6": "disc golfing",
    "7": "cleaning toilet",
    "8": "eating doughnuts",
    "9": "poking bellybutton",
    "10": "situp",
    "11": "petting animal (not cat)",
    "12": "doing nails",
    "13": "jetskiing",
    "14": "doing jigsaw puzzle",
    "15": "drop kicking",
    "16": "somersaulting",
    "17": "skiing slalom",
    "18": "hurling (sport)",
    "19": "battle rope training",
    "20": "extinguishing fire",
    "21": "krumping",
    "22": "knitting",
    "23": "making snowman",
    "24": "punching bag",
    "25": "opening wine bottle",
    "26": "flying kite",
    "27": "making a cake",
    "28": "bobsledding",
    "29": "playing violin",
    "30": "breading or breadcrumbing",
    "31": "throwing water balloon",
    "32": "hoverboarding",
    "33": "changing wheel (not on bike)",
    "34": "playing accordion",
    "35": "folding napkins",
    "36": "skydiving",
    "37": "climbing a rope",
    "38": "arranging flowers",
    "39": "fencing (sport)",
    "40": "fixing hair",
    "41": "scrapbooking",
    "42": "tagging graffiti",
    "43": "scuba diving",
    "44": "jumping jacks",
    "45": "belly dancing",
    "46": "bottling",
    "47": "testifying",
    "48": "capsizing",
    "49": "catching fish",
    "50": "playing lute",
    "51": "dining",
    "52": "mowing lawn",
    "53": "high kick",
    "54": "shooting goal (soccer)",
    "55": "cracking back",
    "56": "embroidering",
    "57": "ironing",
    "58": "giving or receiving award",
    "59": "crawling baby",
    "60": "rope pushdown",
    "61": "wading through water",
    "62": "braiding hair",
    "63": "playing field hockey",
    "64": "sausage making",
    "65": "decorating the christmas tree",
    "66": "licking",
    "67": "news anchoring",
    "68": "riding mechanical bull",
    "69": "clay pottery making",
    "70": "eating spaghetti",
    "71": "watching tv",
    "72": "pouring beer",
    "73": "historical reenactment",
    "74": "kitesurfing",
    "75": "writing",
    "76": "feeding birds",
    "77": "playing bass guitar",
    "78": "hammer throw",
    "79": "building lego",
    "80": "shucking oysters",
    "81": "motorcycling",
    "82": "wrapping present",
    "83": "using inhaler",
    "84": "spray painting",
    "85": "playing darts",
    "86": "hurdling",
    "87": "clam digging",
    "88": "waxing back",
    "89": "raising eyebrows",
    "90": "washing hair",
    "91": "busking",
    "92": "wading through mud",
    "93": "tiptoeing",
    "94": "catching or throwing softball",
    "95": "photobombing",
    "96": "trimming or shaving beard",
    "97": "playing volleyball",
    "98": "bouncing on trampoline",
    "99": "laying concrete",
    "100": "dyeing hair",
    "101": "laying bricks",
    "102": "dancing charleston",
    "103": "fly tying",
    "104": "grinding meat",
    "105": "eating cake",
    "106": "playing dominoes",
    "107": "finger snapping",
    "108": "blowing nose",
    "109": "holding snake",
    "110": "getting a piercing",
    "111": "faceplanting",
    "112": "polishing metal",
    "113": "flint knapping",
    "114": "playing rubiks cube",
    "115": "front raises",
    "116": "lock picking",
    "117": "using a wrench",
    "118": "ironing hair",
    "119": "riding or walking with horse",
    "120": "peeling potatoes",
    "121": "throwing snowballs",
    "122": "making tea",
    "123": "crying",
    "124": "casting fishing line",
    "125": "ice fishing",
    "126": "trapezing",
    "127": "parasailing",
    "128": "shaking hands",
    "129": "catching or throwing frisbee",
    "130": "swimming butterfly stroke",
    "131": "high jump",
    "132": "springboard diving",
    "133": "playing poker",
    "134": "shuffling feet",
    "135": "bungee jumping",
    "136": "falling off chair",
    "137": "playing tennis",
    "138": "smoking",
    "139": "cleaning gutters",
    "140": "home roasting coffee",
    "141": "spinning poi",
    "142": "chopping meat",
    "143": "brush painting",
    "144": "sawing wood",
    "145": "using segway",
    "146": "smelling feet",
    "147": "roasting pig",
    "148": "using circular saw",
    "149": "bathing dog",
    "150": "dribbling basketball",
    "151": "blowing bubble gum",
    "152": "shearing sheep",
    "153": "cutting orange",
    "154": "using a power drill",
    "155": "snowkiting",
    "156": "shaking head",
    "157": "using a microscope",
    "158": "dyeing eyebrows",
    "159": "playing paintball",
    "160": "playing hand clapping games",
    "161": "dancing gangnam style",
    "162": "playing kickball",
    "163": "roasting marshmallows",
    "164": "jogging",
    "165": "stomping grapes",
    "166": "jumping bicycle",
    "167": "juggling fire",
    "168": "playing clarinet",
    "169": "sticking tongue out",
    "170": "getting a tattoo",
    "171": "pillow fight",
    "172": "side kick",
    "173": "square dancing",
    "174": "wood burning (art)",
    "175": "staring",
    "176": "steer roping",
    "177": "grooming horse",
    "178": "blowing out candles",
    "179": "carving ice",
    "180": "playing squash or racquetball",
    "181": "ice climbing",
    "182": "playing keyboard",
    "183": "climbing ladder",
    "184": "putting on foundation",
    "185": "driving tractor",
    "186": "cutting nails",
    "187": "cracking knuckles",
    "188": "pushing wheelbarrow",
    "189": "cracking neck",
    "190": "threading needle",
    "191": "answering questions",
    "192": "bench pressing",
    "193": "dancing macarena",
    "194": "trimming shrubs",
    "195": "eating chips",
    "196": "playing monopoly",
    "197": "leatherworking",
    "198": "changing gear in car",
    "199": "massaging back",
    "200": "sword swallowing",
    "201": "texting",
    "202": "jaywalking",
    "203": "blowing leaves",
    "204": "moving furniture",
    "205": "brushing hair",
    "206": "blowdrying hair",
    "207": "inflating balloons",
    "208": "sword fighting",
    "209": "ripping paper",
    "210": "cheerleading",
    "211": "dumpster diving",
    "212": "playing controller",
    "213": "golf driving",
    "214": "opening door",
    "215": "rock scissors paper",
    "216": "mosh pit dancing",
    "217": "tapping guitar",
    "218": "kissing",
    "219": "winking",
    "220": "carving pumpkin",
    "221": "hula hooping",
    "222": "using puppets",
    "223": "contact juggling",
    "224": "playing basketball",
    "225": "throwing ball (not baseball or American football)",
    "226": "wrestling",
    "227": "falling off bike",
    "228": "presenting weather forecast",
    "229": "drinking shots",
    "230": "head stand",
    "231": "crossing river",
    "232": "needle felting",
    "233": "preparing salad",
    "234": "yoga",
    "235": "scrubbing face",
    "236": "breathing fire",
    "237": "bookbinding",
    "238": "eating hotdog",
    "239": "sleeping",
    "240": "smoking pipe",
    "241": "riding a bike",
    "242": "weaving basket",
    "243": "water sliding",
    "244": "weaving fabric",
    "245": "bandaging",
    "246": "whistling",
    "247": "playing cymbals",
    "248": "riding unicycle",
    "249": "juggling balls",
    "250": "headbanging",
    "251": "waxing chest",
    "252": "welding",
    "253": "bending back",
    "254": "cleaning shoes",
    "255": "water skiing",
    "256": "tying bow tie",
    "257": "shuffling cards",
    "258": "alligator wrestling",
    "259": "tickling",
    "260": "playing organ",
    "261": "dancing ballet",
    "262": "unboxing",
    "263": "kicking soccer ball",
    "264": "surfing crowd",
    "265": "triple jump",
    "266": "pushing cart",
    "267": "playing ping pong",
    "268": "skipping stone",
    "269": "applauding",
    "270": "delivering mail",
    "271": "separating eggs",
    "272": "swing dancing",
    "273": "golf chipping",
    "274": "hockey stop",
    "275": "bodysurfing",
    "276": "playing polo",
    "277": "stretching leg",
    "278": "rolling pastry",
    "279": "washing hands",
    "280": "playing bagpipes",
    "281": "riding camel",
    "282": "hugging (not baby)",
    "283": "longboarding",
    "284": "riding elephant",
    "285": "washing feet",
    "286": "tackling",
    "287": "yawning",
    "288": "reading book",
    "289": "massaging feet",
    "290": "packing",
    "291": "shaving legs",
    "292": "riding snow blower",
    "293": "planting trees",
    "294": "driving car",
    "295": "curling hair",
    "296": "sucking lolly",
    "297": "surfing water",
    "298": "bee keeping",
    "299": "shining flashlight",
    "300": "card throwing",
    "301": "using atm",
    "302": "long jump",
    "303": "clapping",
    "304": "chopping wood",
    "305": "playing maracas",
    "306": "chopping vegetables",
    "307": "laughing",
    "308": "making paper aeroplanes",
    "309": "swimming breast stroke",
    "310": "parkour",
    "311": "sled dog racing",
    "312": "opening bottle (not wine)",
    "313": "pushing car",
    "314": "bull fighting",
    "315": "watering plants",
    "316": "sanding floor",
    "317": "lawn mower racing",
    "318": "beatboxing",
    "319": "tap dancing",
    "320": "playing harp",
    "321": "mountain climber (exercise)",
    "322": "stretching arm",
    "323": "tie dying",
    "324": "snatch weight lifting",
    "325": "robot dancing",
    "326": "cutting pineapple",
    "327": "cooking on campfire",
    "328": "geocaching",
    "329": "carrying baby",
    "330": "visiting the zoo",
    "331": "hitting baseball",
    "332": "jumpstyle dancing",
    "333": "coloring in",
    "334": "building shed",
    "335": "playing scrabble",
    "336": "doing aerobics",
    "337": "drumming fingers",
    "338": "drooling",
    "339": "making a sandwich",
    "340": "petting cat",
    "341": "blasting sand",
    "342": "dodgeball",
    "343": "assembling bicycle",
    "344": "eating ice cream",
    "345": "shoveling snow",
    "346": "kicking field goal",
    "347": "playing blackjack",
    "348": "cooking scallops",
    "349": "building sandcastle",
    "350": "tasting wine",
    "351": "twiddling fingers",
    "352": "tying shoe laces",
    "353": "juggling soccer ball",
    "354": "sign language interpreting",
    "355": "playing netball",
    "356": "hopscotch",
    "357": "ice swimming",
    "358": "recording music",
    "359": "clean and jerk",
    "360": "marching",
    "361": "opening present",
    "362": "shaving head",
    "363": "slacklining",
    "364": "shining shoes",
    "365": "capoeira",
    "366": "making sushi",
    "367": "building cabinet",
    "368": "tossing coin",
    "369": "folding paper",
    "370": "shopping",
    "371": "opening refrigerator",
    "372": "tai chi",
    "373": "swimming front crawl",
    "374": "photocopying",
    "375": "sweeping floor",
    "376": "talking on cell phone",
    "377": "repairing puncture",
    "378": "doing laundry",
    "379": "spelunking",
    "380": "making horseshoes",
    "381": "laying stone",
    "382": "playing ice hockey",
    "383": "changing oil",
    "384": "putting on mascara",
    "385": "playing piano",
    "386": "playing recorder",
    "387": "snowmobiling",
    "388": "planing wood",
    "389": "blowing glass",
    "390": "getting a haircut",
    "391": "arm wrestling",
    "392": "pinching",
    "393": "auctioning",
    "394": "person collecting garbage",
    "395": "putting on lipstick",
    "396": "playing pan pipes",
    "397": "passing American football (in game)",
    "398": "massaging legs",
    "399": "running on treadmill",
    "400": "tapping pen",
    "401": "ski jumping",
    "402": "drawing",
    "403": "burping",
    "404": "playing harmonica",
    "405": "luge",
    "406": "sneezing",
    "407": "cutting apple",
    "408": "tightrope walking",
    "409": "roller skating",
    "410": "docking boat",
    "411": "headbutting",
    "412": "trimming trees",
    "413": "reading newspaper",
    "414": "base jumping",
    "415": "using a paint roller",
    "416": "air drumming",
    "417": "flipping pancake",
    "418": "shooting basketball",
    "419": "karaoke",
    "420": "abseiling",
    "421": "eating watermelon",
    "422": "shaping bread dough",
    "423": "barbequing",
    "424": "walking the dog",
    "425": "fidgeting",
    "426": "putting on shoes",
    "427": "playing didgeridoo",
    "428": "washing dishes",
    "429": "cooking egg",
    "430": "cleaning windows",
    "431": "catching or throwing baseball",
    "432": "mopping floor",
    "433": "paragliding",
    "434": "gold panning",
    "435": "bouncing on bouncy castle",
    "436": "cutting watermelon",
    "437": "cosplaying",
    "438": "playing chess",
    "439": "massaging person's head",
    "440": "country line dancing",
    "441": "crossing eyes",
    "442": "zumba",
    "443": "breaking boards",
    "444": "sharpening pencil",
    "445": "rock climbing",
    "446": "making balloon shapes",
    "447": "eating burger",
    "448": "gospel singing in church",
    "449": "tying necktie",
    "450": "cartwheeling",
    "451": "jumping into pool",
    "452": "laying tiles",
    "453": "adjusting glasses",
    "454": "grooming dog",
    "455": "chiseling stone",
    "456": "bending metal",
    "457": "pole vault",
    "458": "attending conference",
    "459": "sailing",
    "460": "throwing axe",
    "461": "deadlifting",
    "462": "playing trombone",
    "463": "backflip (human)",
    "464": "making cheese",
    "465": "lunge",
    "466": "playing cricket",
    "467": "playing xylophone",
    "468": "fixing bicycle",
    "469": "making bubbles",
    "470": "push up",
    "471": "waxing legs",
    "472": "riding scooter",
    "473": "throwing tantrum",
    "474": "exercising with an exercise ball",
    "475": "golf putting",
    "476": "curling (sport)",
    "477": "playing gong",
    "478": "passing american football (not in game)",
    "479": "peeling apples",
    "480": "picking fruit",
    "481": "squat",
    "482": "slapping",
    "483": "using a sledge hammer",
    "484": "archery",
    "485": "shot put",
    "486": "throwing knife",
    "487": "tango dancing",
    "488": "riding mule",
    "489": "passing soccer ball",
    "490": "smoking hookah",
    "491": "playing drums",
    "492": "pushing wheelchair",
    "493": "pirouetting",
    "494": "playing pinball",
    "495": "unloading truck",
    "496": "dunking basketball",
    "497": "cleaning pool",
    "498": "sipping cup",
    "499": "sharpening knives",
    "500": "putting in contact lenses",
    "501": "arguing",
    "502": "counting money",
    "503": "plastering",
    "504": "making the bed",
    "505": "putting on eyeliner",
    "506": "walking through snow",
    "507": "diving cliff",
    "508": "gymnastics tumbling",
    "509": "installing carpet",
    "510": "tasting food",
    "511": "making jewelry",
    "512": "climbing tree",
    "513": "javelin throw",
    "514": "playing ukulele",
    "515": "directing traffic",
    "516": "lighting fire",
    "517": "playing marbles",
    "518": "calligraphy",
    "519": "playing with trains",
    "520": "canoeing or kayaking",
    "521": "snorkeling",
    "522": "setting table",
    "523": "brushing teeth",
    "524": "mushroom foraging",
    "525": "ice skating",
    "526": "bulldozing",
    "527": "biking through snow",
    "528": "singing",
    "529": "punching person (boxing)",
    "530": "swinging on something",
    "531": "lifting hat",
    "532": "milking cow",
    "533": "swimming backstroke",
    "534": "using remote controller (not gaming)",
    "535": "card stacking",
    "536": "pumping fist",
    "537": "chiseling wood",
    "538": "tasting beer",
    "539": "playing guitar",
    "540": "looking at phone",
    "541": "feeding goats",
    "542": "checking tires",
    "543": "playing trumpet",
    "544": "pumping gas",
    "545": "skiing mono",
    "546": "cumbia",
    "547": "windsurfing",
    "548": "waving hand",
    "549": "assembling computer",
    "550": "eating carrots",
    "551": "sewing",
    "552": "baking cookies",
    "553": "hand washing clothes",
    "554": "making pizza",
    "555": "waxing eyebrows",
    "556": "playing flute",
    "557": "pull ups",
    "558": "bartending",
    "559": "standing on hands",
    "560": "skateboarding",
    "561": "putting on sari",
    "562": "egg hunting",
    "563": "playing saxophone",
    "564": "vacuuming floor",
    "565": "archaeological excavation",
    "566": "breakdancing",
    "567": "throwing discus",
    "568": "playing laser tag",
    "569": "playing badminton",
    "570": "chewing gum",
    "571": "moon walking",
    "572": "skiing crosscountry",
    "573": "playing beer pong",
    "574": "combing hair",
    "575": "yarn spinning",
    "576": "acting in play",
    "577": "hugging baby",
    "578": "cooking sausages (not on barbeque)",
    "579": "training dog",
    "580": "calculating",
    "581": "applying cream",
    "582": "scrambling eggs",
    "583": "salsa dancing",
    "584": "celebrating",
    "585": "folding clothes",
    "586": "playing cello",
    "587": "using bagging machine",
    "588": "marriage proposal",
    "589": "feeding fish",
    "590": "huddling",
    "591": "bowling",
    "592": "frying vegetables",
    "593": "waking up",
    "594": "skipping rope",
    "595": "tobogganing",
    "596": "popping balloons",
    "597": "massaging neck",
    "598": "smashing",
    "599": "contorting"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "abseiling": 420,
    "acting in play": 576,
    "adjusting glasses": 453,
    "air drumming": 416,
    "alligator wrestling": 258,
    "answering questions": 191,
    "applauding": 269,
    "applying cream": 581,
    "archaeological excavation": 565,
    "archery": 484,
    "arguing": 501,
    "arm wrestling": 391,
    "arranging flowers": 38,
    "assembling bicycle": 343,
    "assembling computer": 549,
    "attending conference": 458,
    "auctioning": 393,
    "backflip (human)": 463,
    "baking cookies": 552,
    "bandaging": 245,
    "barbequing": 423,
    "bartending": 558,
    "base jumping": 414,
    "bathing dog": 149,
    "battle rope training": 19,
    "beatboxing": 318,
    "bee keeping": 298,
    "belly dancing": 45,
    "bench pressing": 192,
    "bending back": 253,
    "bending metal": 456,
    "biking through snow": 527,
    "blasting sand": 341,
    "blowdrying hair": 206,
    "blowing bubble gum": 151,
    "blowing glass": 389,
    "blowing leaves": 203,
    "blowing nose": 108,
    "blowing out candles": 178,
    "bobsledding": 28,
    "bodysurfing": 275,
    "bookbinding": 237,
    "bottling": 46,
    "bouncing on bouncy castle": 435,
    "bouncing on trampoline": 98,
    "bowling": 591,
    "braiding hair": 62,
    "breading or breadcrumbing": 30,
    "breakdancing": 566,
    "breaking boards": 443,
    "breathing fire": 236,
    "brush painting": 143,
    "brushing hair": 205,
    "brushing teeth": 523,
    "building cabinet": 367,
    "building lego": 79,
    "building sandcastle": 349,
    "building shed": 334,
    "bull fighting": 314,
    "bulldozing": 526,
    "bungee jumping": 135,
    "burping": 403,
    "busking": 91,
    "calculating": 580,
    "calligraphy": 518,
    "canoeing or kayaking": 520,
    "capoeira": 365,
    "capsizing": 48,
    "card stacking": 535,
    "card throwing": 300,
    "carrying baby": 329,
    "cartwheeling": 450,
    "carving ice": 179,
    "carving pumpkin": 220,
    "casting fishing line": 124,
    "catching fish": 49,
    "catching or throwing baseball": 431,
    "catching or throwing frisbee": 129,
    "catching or throwing softball": 94,
    "celebrating": 584,
    "changing gear in car": 198,
    "changing oil": 383,
    "changing wheel (not on bike)": 33,
    "checking tires": 542,
    "cheerleading": 210,
    "chewing gum": 570,
    "chiseling stone": 455,
    "chiseling wood": 537,
    "chopping meat": 142,
    "chopping vegetables": 306,
    "chopping wood": 304,
    "clam digging": 87,
    "clapping": 303,
    "clay pottery making": 69,
    "clean and jerk": 359,
    "cleaning gutters": 139,
    "cleaning pool": 497,
    "cleaning shoes": 254,
    "cleaning toilet": 7,
    "cleaning windows": 430,
    "climbing a rope": 37,
    "climbing ladder": 183,
    "climbing tree": 512,
    "coloring in": 333,
    "combing hair": 574,
    "contact juggling": 223,
    "contorting": 599,
    "cooking egg": 429,
    "cooking on campfire": 327,
    "cooking sausages (not on barbeque)": 578,
    "cooking scallops": 348,
    "cosplaying": 437,
    "counting money": 502,
    "country line dancing": 440,
    "cracking back": 55,
    "cracking knuckles": 187,
    "cracking neck": 189,
    "crawling baby": 59,
    "crossing eyes": 441,
    "crossing river": 231,
    "crying": 123,
    "cumbia": 546,
    "curling (sport)": 476,
    "curling hair": 295,
    "cutting apple": 407,
    "cutting nails": 186,
    "cutting orange": 153,
    "cutting pineapple": 326,
    "cutting watermelon": 436,
    "dancing ballet": 261,
    "dancing charleston": 102,
    "dancing gangnam style": 161,
    "dancing macarena": 193,
    "deadlifting": 461,
    "decorating the christmas tree": 65,
    "delivering mail": 270,
    "dining": 51,
    "directing traffic": 515,
    "disc golfing": 6,
    "diving cliff": 507,
    "docking boat": 410,
    "dodgeball": 342,
    "doing aerobics": 336,
    "doing jigsaw puzzle": 14,
    "doing laundry": 378,
    "doing nails": 12,
    "drawing": 402,
    "dribbling basketball": 150,
    "drinking shots": 229,
    "driving car": 294,
    "driving tractor": 185,
    "drooling": 338,
    "drop kicking": 15,
    "drumming fingers": 337,
    "dumpster diving": 211,
    "dunking basketball": 496,
    "dyeing eyebrows": 158,
    "dyeing hair": 100,
    "eating burger": 447,
    "eating cake": 105,
    "eating carrots": 550,
    "eating chips": 195,
    "eating doughnuts": 8,
    "eating hotdog": 238,
    "eating ice cream": 344,
    "eating spaghetti": 70,
    "eating watermelon": 421,
    "egg hunting": 562,
    "embroidering": 56,
    "exercising with an exercise ball": 474,
    "extinguishing fire": 20,
    "faceplanting": 111,
    "falling off bike": 227,
    "falling off chair": 136,
    "feeding birds": 76,
    "feeding fish": 589,
    "feeding goats": 541,
    "fencing (sport)": 39,
    "fidgeting": 425,
    "finger snapping": 107,
    "fixing bicycle": 468,
    "fixing hair": 40,
    "flint knapping": 113,
    "flipping pancake": 417,
    "fly tying": 103,
    "flying kite": 26,
    "folding clothes": 585,
    "folding napkins": 35,
    "folding paper": 369,
    "front raises": 115,
    "frying vegetables": 592,
    "geocaching": 328,
    "getting a haircut": 390,
    "getting a piercing": 110,
    "getting a tattoo": 170,
    "giving or receiving award": 58,
    "gold panning": 434,
    "golf chipping": 273,
    "golf driving": 213,
    "golf putting": 475,
    "gospel singing in church": 448,
    "grinding meat": 104,
    "grooming dog": 454,
    "grooming horse": 177,
    "gymnastics tumbling": 508,
    "hammer throw": 78,
    "hand washing clothes": 553,
    "head stand": 230,
    "headbanging": 250,
    "headbutting": 411,
    "high jump": 131,
    "high kick": 53,
    "historical reenactment": 73,
    "hitting baseball": 331,
    "hockey stop": 274,
    "holding snake": 109,
    "home roasting coffee": 140,
    "hopscotch": 356,
    "hoverboarding": 32,
    "huddling": 590,
    "hugging (not baby)": 282,
    "hugging baby": 577,
    "hula hooping": 221,
    "hurdling": 86,
    "hurling (sport)": 18,
    "ice climbing": 181,
    "ice fishing": 125,
    "ice skating": 525,
    "ice swimming": 357,
    "inflating balloons": 207,
    "installing carpet": 509,
    "ironing": 57,
    "ironing hair": 118,
    "javelin throw": 513,
    "jaywalking": 202,
    "jetskiing": 13,
    "jogging": 164,
    "juggling balls": 249,
    "juggling fire": 167,
    "juggling soccer ball": 353,
    "jumping bicycle": 166,
    "jumping into pool": 451,
    "jumping jacks": 44,
    "jumpstyle dancing": 332,
    "karaoke": 419,
    "kicking field goal": 346,
    "kicking soccer ball": 263,
    "kissing": 218,
    "kitesurfing": 74,
    "knitting": 22,
    "krumping": 21,
    "land sailing": 4,
    "laughing": 307,
    "lawn mower racing": 317,
    "laying bricks": 101,
    "laying concrete": 99,
    "laying stone": 381,
    "laying tiles": 452,
    "leatherworking": 197,
    "licking": 66,
    "lifting hat": 531,
    "lighting fire": 516,
    "lock picking": 116,
    "long jump": 302,
    "longboarding": 283,
    "looking at phone": 540,
    "luge": 405,
    "lunge": 465,
    "making a cake": 27,
    "making a sandwich": 339,
    "making balloon shapes": 446,
    "making bubbles": 469,
    "making cheese": 464,
    "making horseshoes": 380,
    "making jewelry": 511,
    "making paper aeroplanes": 308,
    "making pizza": 554,
    "making snowman": 23,
    "making sushi": 366,
    "making tea": 122,
    "making the bed": 504,
    "marching": 360,
    "marriage proposal": 588,
    "massaging back": 199,
    "massaging feet": 289,
    "massaging legs": 398,
    "massaging neck": 597,
    "massaging person's head": 439,
    "milking cow": 532,
    "moon walking": 571,
    "mopping floor": 432,
    "mosh pit dancing": 216,
    "motorcycling": 81,
    "mountain climber (exercise)": 321,
    "moving furniture": 204,
    "mowing lawn": 52,
    "mushroom foraging": 524,
    "needle felting": 232,
    "news anchoring": 67,
    "opening bottle (not wine)": 312,
    "opening door": 214,
    "opening present": 361,
    "opening refrigerator": 371,
    "opening wine bottle": 25,
    "packing": 290,
    "paragliding": 433,
    "parasailing": 127,
    "parkour": 310,
    "passing American football (in game)": 397,
    "passing american football (not in game)": 478,
    "passing soccer ball": 489,
    "peeling apples": 479,
    "peeling potatoes": 120,
    "person collecting garbage": 394,
    "petting animal (not cat)": 11,
    "petting cat": 340,
    "photobombing": 95,
    "photocopying": 374,
    "picking fruit": 480,
    "pillow fight": 171,
    "pinching": 392,
    "pirouetting": 493,
    "planing wood": 388,
    "planting trees": 293,
    "plastering": 503,
    "playing accordion": 34,
    "playing badminton": 569,
    "playing bagpipes": 280,
    "playing basketball": 224,
    "playing bass guitar": 77,
    "playing beer pong": 573,
    "playing blackjack": 347,
    "playing cello": 586,
    "playing chess": 438,
    "playing clarinet": 168,
    "playing controller": 212,
    "playing cricket": 466,
    "playing cymbals": 247,
    "playing darts": 85,
    "playing didgeridoo": 427,
    "playing dominoes": 106,
    "playing drums": 491,
    "playing field hockey": 63,
    "playing flute": 556,
    "playing gong": 477,
    "playing guitar": 539,
    "playing hand clapping games": 160,
    "playing harmonica": 404,
    "playing harp": 320,
    "playing ice hockey": 382,
    "playing keyboard": 182,
    "playing kickball": 162,
    "playing laser tag": 568,
    "playing lute": 50,
    "playing maracas": 305,
    "playing marbles": 517,
    "playing monopoly": 196,
    "playing netball": 355,
    "playing ocarina": 2,
    "playing organ": 260,
    "playing paintball": 159,
    "playing pan pipes": 396,
    "playing piano": 385,
    "playing pinball": 494,
    "playing ping pong": 267,
    "playing poker": 133,
    "playing polo": 276,
    "playing recorder": 386,
    "playing rubiks cube": 114,
    "playing saxophone": 563,
    "playing scrabble": 335,
    "playing squash or racquetball": 180,
    "playing tennis": 137,
    "playing trombone": 462,
    "playing trumpet": 543,
    "playing ukulele": 514,
    "playing violin": 29,
    "playing volleyball": 97,
    "playing with trains": 519,
    "playing xylophone": 467,
    "poking bellybutton": 9,
    "pole vault": 457,
    "polishing metal": 112,
    "popping balloons": 596,
    "pouring beer": 72,
    "preparing salad": 233,
    "presenting weather forecast": 228,
    "pull ups": 557,
    "pumping fist": 536,
    "pumping gas": 544,
    "punching bag": 24,
    "punching person (boxing)": 529,
    "push up": 470,
    "pushing car": 313,
    "pushing cart": 266,
    "pushing wheelbarrow": 188,
    "pushing wheelchair": 492,
    "putting in contact lenses": 500,
    "putting on eyeliner": 505,
    "putting on foundation": 184,
    "putting on lipstick": 395,
    "putting on mascara": 384,
    "putting on sari": 561,
    "putting on shoes": 426,
    "raising eyebrows": 89,
    "reading book": 288,
    "reading newspaper": 413,
    "recording music": 358,
    "repairing puncture": 377,
    "riding a bike": 241,
    "riding camel": 281,
    "riding elephant": 284,
    "riding mechanical bull": 68,
    "riding mule": 488,
    "riding or walking with horse": 119,
    "riding scooter": 472,
    "riding snow blower": 292,
    "riding unicycle": 248,
    "ripping paper": 209,
    "roasting marshmallows": 163,
    "roasting pig": 147,
    "robot dancing": 325,
    "rock climbing": 445,
    "rock scissors paper": 215,
    "roller skating": 409,
    "rolling pastry": 278,
    "rope pushdown": 60,
    "running on treadmill": 399,
    "sailing": 459,
    "salsa dancing": 583,
    "sanding floor": 316,
    "sausage making": 64,
    "sawing wood": 144,
    "scrambling eggs": 582,
    "scrapbooking": 41,
    "scrubbing face": 235,
    "scuba diving": 43,
    "separating eggs": 271,
    "setting table": 522,
    "sewing": 551,
    "shaking hands": 128,
    "shaking head": 156,
    "shaping bread dough": 422,
    "sharpening knives": 499,
    "sharpening pencil": 444,
    "shaving head": 362,
    "shaving legs": 291,
    "shearing sheep": 152,
    "shining flashlight": 299,
    "shining shoes": 364,
    "shooting basketball": 418,
    "shooting goal (soccer)": 54,
    "shopping": 370,
    "shot put": 485,
    "shoveling snow": 345,
    "shucking oysters": 80,
    "shuffling cards": 257,
    "shuffling feet": 134,
    "side kick": 172,
    "sign language interpreting": 354,
    "singing": 528,
    "sipping cup": 498,
    "situp": 10,
    "skateboarding": 560,
    "ski jumping": 401,
    "skiing crosscountry": 572,
    "skiing mono": 545,
    "skiing slalom": 17,
    "skipping rope": 594,
    "skipping stone": 268,
    "skydiving": 36,
    "slacklining": 363,
    "slapping": 482,
    "sled dog racing": 311,
    "sleeping": 239,
    "smashing": 598,
    "smelling feet": 146,
    "smoking": 138,
    "smoking hookah": 490,
    "smoking pipe": 240,
    "snatch weight lifting": 324,
    "sneezing": 406,
    "snorkeling": 521,
    "snowboarding": 5,
    "snowkiting": 155,
    "snowmobiling": 387,
    "somersaulting": 16,
    "spelunking": 379,
    "spinning poi": 141,
    "spray painting": 84,
    "springboard diving": 132,
    "square dancing": 173,
    "squat": 481,
    "standing on hands": 559,
    "staring": 175,
    "steer roping": 176,
    "sticking tongue out": 169,
    "stomping grapes": 165,
    "stretching arm": 322,
    "stretching leg": 277,
    "sucking lolly": 296,
    "surfing crowd": 264,
    "surfing water": 297,
    "sweeping floor": 375,
    "swimming backstroke": 533,
    "swimming breast stroke": 309,
    "swimming butterfly stroke": 130,
    "swimming front crawl": 373,
    "swing dancing": 272,
    "swinging baseball bat": 1,
    "swinging on something": 530,
    "sword fighting": 208,
    "sword swallowing": 200,
    "tackling": 286,
    "tagging graffiti": 42,
    "tai chi": 372,
    "talking on cell phone": 376,
    "tango dancing": 487,
    "tap dancing": 319,
    "tapping guitar": 217,
    "tapping pen": 400,
    "tasting beer": 538,
    "tasting food": 510,
    "tasting wine": 350,
    "testifying": 47,
    "texting": 201,
    "threading needle": 190,
    "throwing axe": 460,
    "throwing ball (not baseball or American football)": 225,
    "throwing discus": 567,
    "throwing knife": 486,
    "throwing snowballs": 121,
    "throwing tantrum": 473,
    "throwing water balloon": 31,
    "tickling": 259,
    "tie dying": 323,
    "tightrope walking": 408,
    "tiptoeing": 93,
    "tobogganing": 595,
    "tossing coin": 368,
    "training dog": 579,
    "trapezing": 126,
    "trimming or shaving beard": 96,
    "trimming shrubs": 194,
    "trimming trees": 412,
    "triple jump": 265,
    "twiddling fingers": 351,
    "tying bow tie": 256,
    "tying knot (not on a tie)": 0,
    "tying necktie": 449,
    "tying shoe laces": 352,
    "unboxing": 262,
    "unloading truck": 495,
    "using a microscope": 157,
    "using a paint roller": 415,
    "using a power drill": 154,
    "using a sledge hammer": 483,
    "using a wrench": 117,
    "using atm": 301,
    "using bagging machine": 587,
    "using circular saw": 148,
    "using inhaler": 83,
    "using puppets": 222,
    "using remote controller (not gaming)": 534,
    "using segway": 145,
    "vacuuming floor": 564,
    "visiting the zoo": 330,
    "wading through mud": 92,
    "wading through water": 61,
    "waiting in line": 3,
    "waking up": 593,
    "walking the dog": 424,
    "walking through snow": 506,
    "washing dishes": 428,
    "washing feet": 285,
    "washing hair": 90,
    "washing hands": 279,
    "watching tv": 71,
    "water skiing": 255,
    "water sliding": 243,
    "watering plants": 315,
    "waving hand": 548,
    "waxing back": 88,
    "waxing chest": 251,
    "waxing eyebrows": 555,
    "waxing legs": 471,
    "weaving basket": 242,
    "weaving fabric": 244,
    "welding": 252,
    "whistling": 246,
    "windsurfing": 547,
    "winking": 219,
    "wood burning (art)": 174,
    "wrapping present": 82,
    "wrestling": 226,
    "writing": 75,
    "yarn spinning": 575,
    "yawning": 287,
    "yoga": 234,
    "zumba": 442
  },
  "layer_norm_eps": 1e-06,
  "model_type": "timesformer",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_frames": 8,
  "num_hidden_layers": 12,
  "patch_size": 16,
  "qkv_bias": true,
  "torch_dtype": "float32",
  "transformers_version": "4.23.0.dev0",
  "use_mean_pooling": false
}