HHTseng / video-classification

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
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action_name_path = "./UCF101actions.pkl" for action_names #28

Open sunruina2 opened 4 years ago

sunruina2 commented 4 years ago

action_names = ['ParallelBars', 'BalanceBeam', 'MilitaryParade', 'YoYo', 'BoxingPunchingBag', 'Punch', 'TennisSwing', 'SumoWrestling', 'HammerThrow', 'WalkingWithDog', 'PlayingPiano', 'HulaHoop', 'ApplyEyeMakeup', 'CuttingInKitchen', 'RockClimbingIndoor', 'ShavingBeard', 'TaiChi', 'BasketballDunk', 'TrampolineJumping', 'BreastStroke', 'UnevenBars', 'GolfSwing', 'Surfing', 'Kayaking', 'CleanAndJerk', 'Billiards', 'FrisbeeCatch', 'BodyWeightSquats', 'HeadMassage', 'PlayingDaf', 'PlayingCello', 'PommelHorse', 'BabyCrawling', 'PlayingDhol', 'Rafting', 'Basketball', 'ThrowDiscus', 'SalsaSpin', 'Shotput', 'PullUps', 'BrushingTeeth', 'BandMarching', 'Drumming', 'JumpingJack', 'SoccerPenalty', 'PlayingTabla', 'Typing', 'PlayingGuitar', 'Hammering', 'Skiing', 'BaseballPitch', 'HighJump', 'Lunges', 'Nunchucks', 'CliffDiving', 'SoccerJuggling', 'BlowingCandles', 'HorseRiding', 'PoleVault', 'Knitting', 'PlayingFlute', 'PlayingSitar', 'FieldHockeyPenalty', 'Archery', 'JugglingBalls', 'StillRings', 'HandstandPushups', 'Biking', 'Diving', 'IceDancing', 'BoxingSpeedBag', 'PizzaTossing', 'BlowDryHair', 'WritingOnBoard', 'HorseRace', 'JavelinThrow', 'CricketBowling', 'LongJump', 'CricketShot', 'JumpRope', 'WallPushups', 'HandstandWalking', 'Skijet', 'MoppingFloor', 'PushUps', 'TableTennisShot', 'Rowing', 'Fencing', 'FrontCrawl', 'BenchPress', 'Mixing', 'Swing', 'SkateBoarding', 'SkyDiving', 'VolleyballSpiking', 'PlayingViolin', 'ApplyLipstick', 'Haircut', 'FloorGymnastics', 'Bowling', 'RopeClimbing']

sunruina2 commented 4 years ago

sampls_lst = os.listdir(data_path) sampls_lst_y = [] for i in samplslst: info = i.split('') if len(info) >= 2: sampls_lst_y.append(info[1]) else: print(info) action_names = list(set(sampls_lst_y)) print(len(action_names), action_names)