{ "_name_or_path": "NiiCole/timesformer-base-finetuned-k400-continual-lora-ucf101-til-02", "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": "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" }, "image_size": 224, "initializer_range": 0.02, "intermediate_size": 3072, "label2id": { "ApplyEyeMakeup": 0, "ApplyLipstick": 1, "Archery": 2, "BabyCrawling": 3, "BalanceBeam": 4, "BandMarching": 5, "BaseballPitch": 6, "Basketball": 7, "BasketballDunk": 8, "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" }