config.json

{
  "_name_or_path": "NiiCole/timesformer-base-finetuned-k400-finetuned-ucf101-subset",
  "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": "YoYo",
    "1": "BrushingTeeth",
    "2": "Typing",
    "3": "PlayingTabla",
    "4": "BlowDryHair",
    "5": "ApplyLipstick",
    "6": "MoppingFloor",
    "7": "Haircut",
    "8": "ParallelBars",
    "9": "HammerThrow",
    "10": "WallPushups",
    "11": "Surfing",
    "12": "SoccerPenalty",
    "13": "PlayingPiano",
    "14": "Diving",
    "15": "Mixing",
    "16": "PlayingCello",
    "17": "HandstandWalking",
    "18": "PlayingViolin",
    "19": "TableTennisShot",
    "20": "JumpingJack",
    "21": "Hammering",
    "22": "BoxingPunchingBag",
    "23": "Biking",
    "24": "PlayingDaf",
    "25": "Archery",
    "26": "BabyCrawling",
    "27": "BodyWeightSquats",
    "28": "Bowling",
    "29": "BreastStroke",
    "30": "FieldHockeyPenalty",
    "31": "GolfSwing",
    "32": "HighJump",
    "33": "HorseRace",
    "34": "HulaHoop",
    "35": "IceDancing",
    "36": "PlayingDhol",
    "37": "PlayingGuitar",
    "38": "PullUps",
    "39": "PushUps",
    "40": "Shotput",
    "41": "Skiing",
    "42": "SkyDiving",
    "43": "SoccerJuggling",
    "44": "SumoWrestling",
    "45": "Swing",
    "46": "TennisSwing",
    "47": "UnevenBars",
    "48": "VolleyballSpiking",
    "49": "WritingOnBoard"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "ApplyLipstick": 5,
    "Archery": 25,
    "BabyCrawling": 26,
    "Biking": 23,
    "BlowDryHair": 4,
    "BodyWeightSquats": 27,
    "Bowling": 28,
    "BoxingPunchingBag": 22,
    "BreastStroke": 29,
    "BrushingTeeth": 1,
    "Diving": 14,
    "FieldHockeyPenalty": 30,
    "GolfSwing": 31,
    "Haircut": 7,
    "HammerThrow": 9,
    "Hammering": 21,
    "HandstandWalking": 17,
    "HighJump": 32,
    "HorseRace": 33,
    "HulaHoop": 34,
    "IceDancing": 35,
    "JumpingJack": 20,
    "Mixing": 15,
    "MoppingFloor": 6,
    "ParallelBars": 8,
    "PlayingCello": 16,
    "PlayingDaf": 24,
    "PlayingDhol": 36,
    "PlayingGuitar": 37,
    "PlayingPiano": 13,
    "PlayingTabla": 3,
    "PlayingViolin": 18,
    "PullUps": 38,
    "PushUps": 39,
    "Shotput": 40,
    "Skiing": 41,
    "SkyDiving": 42,
    "SoccerJuggling": 43,
    "SoccerPenalty": 12,
    "SumoWrestling": 44,
    "Surfing": 11,
    "Swing": 45,
    "TableTennisShot": 19,
    "TennisSwing": 46,
    "Typing": 2,
    "UnevenBars": 47,
    "VolleyballSpiking": 48,
    "WallPushups": 10,
    "WritingOnBoard": 49,
    "YoYo": 0
  },
  "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"
}