|
{ |
|
"_name_or_path": "NiiCole/timesformer-base-finetuned-k400-continual-lora-ucf101-til-02", |
|
"architectures": [ |
|
"TimesformerForVideoClassification" |
|
], |
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"attention_probs_dropout_prob": 0.0, |
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"attention_type": "divided_space_time", |
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"drop_path_rate": 0, |
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"hidden_act": "gelu", |
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"hidden_dropout_prob": 0.0, |
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"hidden_size": 768, |
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"id2label": { |
|
"0": "ApplyEyeMakeup", |
|
"1": "ApplyLipstick", |
|
"2": "Archery", |
|
"3": "BabyCrawling", |
|
"4": "BalanceBeam", |
|
"5": "BandMarching", |
|
"6": "BaseballPitch", |
|
"7": "Basketball", |
|
"8": "BasketballDunk", |
|
"9": "BenchPress", |
|
"10": "Biking", |
|
"11": "Billiards", |
|
"12": "BlowDryHair", |
|
"13": "BlowingCandles", |
|
"14": "BodyWeightSquats", |
|
"15": "Bowling", |
|
"16": "BoxingPunchingBag", |
|
"17": "BoxingSpeedBag", |
|
"18": "BreastStroke", |
|
"19": "BrushingTeeth", |
|
"20": "CleanAndJerk", |
|
"21": "CliffDiving", |
|
"22": "CricketBowling", |
|
"23": "CricketShot", |
|
"24": "CuttingInKitchen", |
|
"25": "Diving", |
|
"26": "Drumming", |
|
"27": "Fencing", |
|
"28": "FieldHockeyPenalty", |
|
"29": "FloorGymnastics", |
|
"30": "FrisbeeCatch", |
|
"31": "FrontCrawl", |
|
"32": "GolfSwing", |
|
"33": "Haircut", |
|
"34": "Hammering", |
|
"35": "HammerThrow", |
|
"36": "HandstandPushups", |
|
"37": "HandstandWalking", |
|
"38": "HeadMassage", |
|
"39": "HighJump", |
|
"40": "HorseRace", |
|
"41": "HorseRiding", |
|
"42": "HulaHoop", |
|
"43": "IceDancing", |
|
"44": "JavelinThrow", |
|
"45": "JugglingBalls", |
|
"46": "JumpingJack", |
|
"47": "JumpRope", |
|
"48": "Kayaking", |
|
"49": "Knitting", |
|
"50": "LongJump", |
|
"51": "Lunges", |
|
"52": "MilitaryParade", |
|
"53": "Mixing", |
|
"54": "MoppingFloor", |
|
"55": "Nunchucks", |
|
"56": "ParallelBars", |
|
"57": "PizzaTossing", |
|
"58": "PlayingCello", |
|
"59": "PlayingDaf", |
|
"60": "PlayingDhol", |
|
"61": "PlayingFlute", |
|
"62": "PlayingGuitar", |
|
"63": "PlayingPiano", |
|
"64": "PlayingSitar", |
|
"65": "PlayingTabla", |
|
"66": "PlayingViolin", |
|
"67": "PoleVault", |
|
"68": "PommelHorse", |
|
"69": "PullUps", |
|
"70": "Punch", |
|
"71": "PushUps", |
|
"72": "Rafting", |
|
"73": "RockClimbingIndoor", |
|
"74": "RopeClimbing", |
|
"75": "Rowing", |
|
"76": "SalsaSpin", |
|
"77": "ShavingBeard", |
|
"78": "Shotput", |
|
"79": "SkateBoarding", |
|
"80": "Skiing", |
|
"81": "Skijet", |
|
"82": "SkyDiving", |
|
"83": "SoccerJuggling", |
|
"84": "SoccerPenalty", |
|
"85": "StillRings", |
|
"86": "SumoWrestling", |
|
"87": "Surfing", |
|
"88": "Swing", |
|
"89": "TableTennisShot", |
|
"90": "TaiChi", |
|
"91": "TennisSwing", |
|
"92": "ThrowDiscus", |
|
"93": "TrampolineJumping", |
|
"94": "Typing", |
|
"95": "UnevenBars", |
|
"96": "VolleyballSpiking", |
|
"97": "WalkingWithDog", |
|
"98": "WallPushups", |
|
"99": "WritingOnBoard", |
|
"100": "YoYo" |
|
}, |
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"image_size": 224, |
|
"initializer_range": 0.02, |
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"intermediate_size": 3072, |
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"label2id": { |
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"ApplyEyeMakeup": 0, |
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"ApplyLipstick": 1, |
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"Archery": 2, |
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"BabyCrawling": 3, |
|
"BalanceBeam": 4, |
|
"BandMarching": 5, |
|
"BaseballPitch": 6, |
|
"Basketball": 7, |
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"BasketballDunk": 8, |
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"BenchPress": 9, |
|
"Biking": 10, |
|
"Billiards": 11, |
|
"BlowDryHair": 12, |
|
"BlowingCandles": 13, |
|
"BodyWeightSquats": 14, |
|
"Bowling": 15, |
|
"BoxingPunchingBag": 16, |
|
"BoxingSpeedBag": 17, |
|
"BreastStroke": 18, |
|
"BrushingTeeth": 19, |
|
"CleanAndJerk": 20, |
|
"CliffDiving": 21, |
|
"CricketBowling": 22, |
|
"CricketShot": 23, |
|
"CuttingInKitchen": 24, |
|
"Diving": 25, |
|
"Drumming": 26, |
|
"Fencing": 27, |
|
"FieldHockeyPenalty": 28, |
|
"FloorGymnastics": 29, |
|
"FrisbeeCatch": 30, |
|
"FrontCrawl": 31, |
|
"GolfSwing": 32, |
|
"Haircut": 33, |
|
"HammerThrow": 35, |
|
"Hammering": 34, |
|
"HandstandPushups": 36, |
|
"HandstandWalking": 37, |
|
"HeadMassage": 38, |
|
"HighJump": 39, |
|
"HorseRace": 40, |
|
"HorseRiding": 41, |
|
"HulaHoop": 42, |
|
"IceDancing": 43, |
|
"JavelinThrow": 44, |
|
"JugglingBalls": 45, |
|
"JumpRope": 47, |
|
"JumpingJack": 46, |
|
"Kayaking": 48, |
|
"Knitting": 49, |
|
"LongJump": 50, |
|
"Lunges": 51, |
|
"MilitaryParade": 52, |
|
"Mixing": 53, |
|
"MoppingFloor": 54, |
|
"Nunchucks": 55, |
|
"ParallelBars": 56, |
|
"PizzaTossing": 57, |
|
"PlayingCello": 58, |
|
"PlayingDaf": 59, |
|
"PlayingDhol": 60, |
|
"PlayingFlute": 61, |
|
"PlayingGuitar": 62, |
|
"PlayingPiano": 63, |
|
"PlayingSitar": 64, |
|
"PlayingTabla": 65, |
|
"PlayingViolin": 66, |
|
"PoleVault": 67, |
|
"PommelHorse": 68, |
|
"PullUps": 69, |
|
"Punch": 70, |
|
"PushUps": 71, |
|
"Rafting": 72, |
|
"RockClimbingIndoor": 73, |
|
"RopeClimbing": 74, |
|
"Rowing": 75, |
|
"SalsaSpin": 76, |
|
"ShavingBeard": 77, |
|
"Shotput": 78, |
|
"SkateBoarding": 79, |
|
"Skiing": 80, |
|
"Skijet": 81, |
|
"SkyDiving": 82, |
|
"SoccerJuggling": 83, |
|
"SoccerPenalty": 84, |
|
"StillRings": 85, |
|
"SumoWrestling": 86, |
|
"Surfing": 87, |
|
"Swing": 88, |
|
"TableTennisShot": 89, |
|
"TaiChi": 90, |
|
"TennisSwing": 91, |
|
"ThrowDiscus": 92, |
|
"TrampolineJumping": 93, |
|
"Typing": 94, |
|
"UnevenBars": 95, |
|
"VolleyballSpiking": 96, |
|
"WalkingWithDog": 97, |
|
"WallPushups": 98, |
|
"WritingOnBoard": 99, |
|
"YoYo": 100 |
|
}, |
|
"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, |
|
"problem_type": "single_label_classification", |
|
"qkv_bias": true, |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.31.0" |
|
} |
|
|