HumanAct12 = { "A0101": "warm_up_wristankle", "A0102": "warm_up_pectoral", "A0103": "warm_up_eblowback", "A0104": "warm_up_bodylean_right_arm", "A0105": "warm_up_bodylean_left_arm", "A0106": "warm_up_bow_right", "A0107": "warm_up_bow_left", "A0201": "walk", "A0301": "run", "A0401": "jump_handsup", "A0402": "jump_vertical", "A0501": "drink_bottle_righthand", "A0502": "drink_bottle_lefthand", "A0503": "drink_cup_righthand", "A0504": "drink_cup_lefthand", "A0505": "drink_both_hands", "A0601": "lift_dumbbell with _right hand", "A0602": "lift_dumbbell with _left hand", "A0603": "Lift dumbells with both hands", "A0604": "lift_dumbbell over head", "A0605": "lift_dumbells with both hands and bend legs", "A0701": "sit", "A0801": "eat_finger_right", "A0802": "eat_pie/hamburger", "A0803": "Eat with left hand", "A0901": "Turn steering wheel", "A1001": "Take out phone, call and put phone back", "A1002": "Call with left hand", "A1101": "boxing_left_right", "A1102": "boxing_left_upwards", "A1103": "boxing_right_upwards", "A1104": "boxing_right_left", "A1201": "throw_right_hand", "A1202": "throw_both_hands" } UTD_MHAD = { "1": " right arm swipe to the left(swipt_left)", "2": " right arm swipe to the right(swipt_right)", "3": " right hand wave(wave)", "4": " two hand front clap(clap)", "5": " right arm throw(throw)", "6": " cross arms in the chest(arm_cross)", "7": " basketball shooting(basketball_shoot)", "8": " draw x(draw_x)", "9": " draw circle(clockwise)(draw_circle_CW)", "10": " draw circle(counter clockwise)(draw_circle_CCW)", "11": " draw triangle(draw_triangle)", "12": " bowling(right hand)(bowling)", "13": " front boxing(boxing)", "14": " baseball swing from right(baseball_swing)", "15": " tennis forehand swing(tennis_swing)", "16": " arm curl(two arms)(arm_curl)", "17": " tennis serve(tennis_serve)", "18": " two hand push(push)", "19": " knock on door(knock)", "20": " hand catch(catch)", "21": " pick up and throw(pickup_throw)", "22": " jogging(jog)", "23": " walking(walk)", "24": " sit to stand(sit2stand)", "25": " stand to sit(stand2sit)", "26": " forward lunge(left foot forward)(lunge)", "27": " squat(squat)" } def get_label(file_name, dataset_name): if dataset_name == 'HumanAct12': key = file_name[-5:] return HumanAct12[key] elif dataset_name == 'UTD_MHAD': key = file_name.split('_')[0][1:] return UTD_MHAD[key]