config.json

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