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Upload TimesformerForVideoClassification
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{
"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,
"crossing river": 119,
"crying": 120,
"cumbia": 121,
"curling (sport)": 122,
"curling hair": 123,
"cutting apple": 124,
"cutting nails": 125,
"cutting orange": 126,
"cutting pineapple": 127,
"cutting watermelon": 128,
"dancing ballet": 129,
"dancing charleston": 130,
"dancing gangnam style": 131,
"dancing macarena": 132,
"deadlifting": 133,
"decorating the christmas tree": 134,
"delivering mail": 135,
"dining": 136,
"directing traffic": 137,
"disc golfing": 138,
"diving cliff": 139,
"docking boat": 140,
"dodgeball": 141,
"doing aerobics": 142,
"doing jigsaw puzzle": 143,
"doing laundry": 144,
"doing nails": 145,
"drawing": 146,
"dribbling basketball": 147,
"drinking shots": 148,
"driving car": 149,
"driving tractor": 150,
"drooling": 151,
"drop kicking": 152,
"drumming fingers": 153,
"dumpster diving": 154,
"dunking basketball": 155,
"dyeing eyebrows": 156,
"dyeing hair": 157,
"eating burger": 158,
"eating cake": 159,
"eating carrots": 160,
"eating chips": 161,
"eating doughnuts": 162,
"eating hotdog": 163,
"eating ice cream": 164,
"eating spaghetti": 165,
"eating watermelon": 166,
"egg hunting": 167,
"embroidering": 168,
"exercising with an exercise ball": 169,
"extinguishing fire": 170,
"faceplanting": 171,
"falling off bike": 172,
"falling off chair": 173,
"feeding birds": 174,
"feeding fish": 175,
"feeding goats": 176,
"fencing (sport)": 177,
"fidgeting": 178,
"finger snapping": 179,
"fixing bicycle": 180,
"fixing hair": 181,
"flint knapping": 182,
"flipping pancake": 183,
"fly tying": 184,
"flying kite": 185,
"folding clothes": 186,
"folding napkins": 187,
"folding paper": 188,
"front raises": 189,
"frying vegetables": 190,
"geocaching": 191,
"getting a haircut": 192,
"getting a piercing": 193,
"getting a tattoo": 194,
"giving or receiving award": 195,
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"sharpening pencil": 444,
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"trimming trees": 544,
"triple jump": 545,
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"tying knot (not on a tie)": 548,
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"tying shoe laces": 550,
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"using a microscope": 553,
"using a paint roller": 554,
"using a power drill": 555,
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"waxing chest": 583,
"waxing eyebrows": 584,
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"wood burning (art)": 592,
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},
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"model_type": "timesformer",
"num_attention_heads": 12,
"num_channels": 3,
"num_frames": 16,
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}