diff --git a/config.json b/config.json
index 9a0d2d9..b42aa61 100644
--- a/config.json
+++ b/config.json
@@ -9,1211 +9,1211 @@
"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",
+ "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",
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+ "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",
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+ "344": "playing gong",
+ "345": "playing guitar",
+ "346": "playing hand clapping games",
+ "347": "playing harmonica",
+ "348": "playing harp",
+ "349": "playing ice hockey",
+ "350": "playing keyboard",
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+ "352": "playing laser tag",
+ "353": "playing lute",
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+ "355": "playing marbles",
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+ "357": "playing netball",
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+ "362": "playing piano",
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+ "369": "playing saxophone",
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+ "371": "playing squash or racquetball",
+ "372": "playing tennis",
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+ "377": "playing volleyball",
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+ "381": "pole vault",
+ "382": "polishing metal",
+ "383": "popping balloons",
+ "384": "pouring beer",
+ "385": "preparing salad",
+ "386": "presenting weather forecast",
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+ "388": "pumping fist",
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+ "391": "punching person (boxing)",
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+ "393": "pushing car",
+ "394": "pushing cart",
+ "395": "pushing wheelbarrow",
+ "396": "pushing wheelchair",
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+ "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": "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",
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- "562": "egg hunting",
- "563": "playing saxophone",
- "564": "vacuuming floor",
- "565": "archaeological excavation",
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- "577": "hugging baby",
- "578": "cooking sausages (not on barbeque)",
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- "581": "applying cream",
- "582": "scrambling eggs",
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- "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"
+ "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"
},
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"initializer_range": 0.02,
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+ "shearing sheep": 447,
+ "shining flashlight": 448,
+ "shining shoes": 449,
+ "shooting basketball": 450,
+ "shooting goal (soccer)": 451,
+ "shopping": 452,
+ "shot put": 453,
+ "shoveling snow": 454,
+ "shucking oysters": 455,
+ "shuffling cards": 456,
+ "shuffling feet": 457,
+ "side kick": 458,
+ "sign language interpreting": 459,
+ "singing": 460,
+ "sipping cup": 461,
+ "situp": 462,
+ "skateboarding": 463,
+ "ski jumping": 464,
+ "skiing crosscountry": 465,
+ "skiing mono": 466,
+ "skiing slalom": 467,
+ "skipping rope": 468,
+ "skipping stone": 469,
+ "skydiving": 470,
+ "slacklining": 471,
+ "slapping": 472,
+ "sled dog racing": 473,
+ "sleeping": 474,
+ "smashing": 475,
+ "smelling feet": 476,
+ "smoking": 477,
+ "smoking hookah": 478,
+ "smoking pipe": 479,
+ "snatch weight lifting": 480,
+ "sneezing": 481,
+ "snorkeling": 482,
+ "snowboarding": 483,
+ "snowkiting": 484,
+ "snowmobiling": 485,
+ "somersaulting": 486,
+ "spelunking": 487,
+ "spinning poi": 488,
+ "spray painting": 489,
+ "springboard diving": 490,
+ "square dancing": 491,
+ "squat": 492,
+ "standing on hands": 493,
+ "staring": 494,
+ "steer roping": 495,
+ "sticking tongue out": 496,
+ "stomping grapes": 497,
+ "stretching arm": 498,
+ "stretching leg": 499,
+ "sucking lolly": 500,
+ "surfing crowd": 501,
+ "surfing water": 502,
+ "sweeping floor": 503,
+ "swimming backstroke": 504,
+ "swimming breast stroke": 505,
+ "swimming butterfly stroke": 506,
+ "swimming front crawl": 507,
+ "swing dancing": 508,
+ "swinging baseball bat": 509,
+ "swinging on something": 510,
+ "sword fighting": 511,
+ "sword swallowing": 512,
+ "tackling": 513,
+ "tagging graffiti": 514,
+ "tai chi": 515,
+ "talking on cell phone": 516,
+ "tango dancing": 517,
+ "tap dancing": 518,
+ "tapping guitar": 519,
+ "tapping pen": 520,
+ "tasting beer": 521,
+ "tasting food": 522,
+ "tasting wine": 523,
+ "testifying": 524,
+ "texting": 525,
+ "threading needle": 526,
+ "throwing axe": 527,
+ "throwing ball (not baseball or American football)": 528,
+ "throwing discus": 529,
+ "throwing knife": 530,
+ "throwing snowballs": 531,
+ "throwing tantrum": 532,
+ "throwing water balloon": 533,
+ "tickling": 534,
+ "tie dying": 535,
+ "tightrope walking": 536,
+ "tiptoeing": 537,
+ "tobogganing": 538,
+ "tossing coin": 539,
+ "training dog": 540,
+ "trapezing": 541,
+ "trimming or shaving beard": 542,
+ "trimming shrubs": 543,
+ "trimming trees": 544,
+ "triple jump": 545,
+ "twiddling fingers": 546,
+ "tying bow tie": 547,
+ "tying knot (not on a tie)": 548,
+ "tying necktie": 549,
+ "tying shoe laces": 550,
+ "unboxing": 551,
+ "unloading truck": 552,
+ "using a microscope": 553,
+ "using a paint roller": 554,
+ "using a power drill": 555,
+ "using a sledge hammer": 556,
+ "using a wrench": 557,
+ "using atm": 558,
+ "using bagging machine": 559,
+ "using circular saw": 560,
+ "using inhaler": 561,
+ "using puppets": 562,
+ "using remote controller (not gaming)": 563,
+ "using segway": 564,
+ "vacuuming floor": 565,
+ "visiting the zoo": 566,
+ "wading through mud": 567,
+ "wading through water": 568,
+ "waiting in line": 569,
+ "waking up": 570,
+ "walking the dog": 571,
+ "walking through snow": 572,
+ "washing dishes": 573,
+ "washing feet": 574,
+ "washing hair": 575,
+ "washing hands": 576,
+ "watching tv": 577,
+ "water skiing": 578,
+ "water sliding": 579,
+ "watering plants": 580,
+ "waving hand": 581,
+ "waxing back": 582,
+ "waxing chest": 583,
+ "waxing eyebrows": 584,
+ "waxing legs": 585,
+ "weaving basket": 586,
+ "weaving fabric": 587,
+ "welding": 588,
+ "whistling": 589,
+ "windsurfing": 590,
+ "winking": 591,
+ "wood burning (art)": 592,
+ "wrapping present": 593,
+ "wrestling": 594,
+ "writing": 595,
+ "yarn spinning": 596,
+ "yawning": 597,
+ "yoga": 598,
+ "zumba": 599
},
"layer_norm_eps": 1e-06,
"model_type": "timesformer",
@@ -1224,5 +1224,5 @@
"patch_size": 16,
"qkv_bias": true,
"torch_dtype": "float32",
- "transformers_version": "4.25.0.dev0"
-}
+ "transformers_version": "4.26.0.dev0"
+}
\ No newline at end of file
diff --git a/preprocessor_config.json b/preprocessor_config.json
index 05f8840..a5489ad 100644
--- a/preprocessor_config.json
+++ b/preprocessor_config.json
@@ -8,15 +8,15 @@
"do_rescale": true,
"do_resize": true,
"image_mean": [
- 0.5,
- 0.5,
- 0.5
+ 0.45,
+ 0.45,
+ 0.45
],
"image_processor_type": "VideoMAEImageProcessor",
"image_std": [
- 0.5,
- 0.5,
- 0.5
+ 0.225,
+ 0.225,
+ 0.225
],
"resample": 2,
"rescale_factor": 0.00392156862745098,