Datasets:

meghna2801
/

Figure_Skating_Data

data_index int64 0 3.96k	action_name stringlengths 28 47	action_clean stringclasses 56 values	label int64 0 62	score float64 0 48.6
0	n40/p09/4Toeloop_2Toeloop_n40_p09_g03.mp4	Toeloop+Toeloop	38	13.38
1	n45/p02/ChoreoSequence1_n45_p02_g06.mp4	ChoreoSequence	49	3.17
2	n45/p03/ChoreoSequence1_n45_p03_g06.mp4	ChoreoSequence	49	3.67
3	n48/p01/ChoreoSequence1_n48_p01_g09.mp4	ChoreoSequence	49	3.5
4	n48/p02/ChoreoSequence1_n48_p02_g11.mp4	ChoreoSequence	49	4
5	n48/p03/2Axel_1Euler_2Salchow_n48_p03_g08.mp4	Axel+Euler+Salchow	5	4.82
6	n48/p03/ChoreoSequence1_n48_p03_g10.mp4	ChoreoSequence	49	3.71
7	n48/p04/ChoreoSequence1_n48_p04_g04.mp4	ChoreoSequence	49	3.38
8	n48/p05/ChoreoSequence1_n48_p05_g11.mp4	ChoreoSequence	49	3.8
9	n48/p06/ChoreoSequence1_n48_p06_g06.mp4	ChoreoSequence	49	4.07
10	n48/p07/ChoreoSequence1_n48_p07_g05.mp4	ChoreoSequence	49	3.83
11	n48/p08/FlyCamelSpin3_n48_p08_g04.mp4	FlyCamelSpin	52	3.22
12	n48/p08/ChoreoSequence1_n48_p08_g05.mp4	ChoreoSequence	49	4.75
13	n48/p09/ChoreoSequence1_n48_p09_g10.mp4	ChoreoSequence	49	4.71
14	n48/p10/ChoreoSequence1_n48_p10_g11.mp4	ChoreoSequence	49	4.42
15	n48/p11/4Toeloop_3Toeloop_n48_p11_g03.mp4	Toeloop+Toeloop	39	16.69
16	n48/p11/ChoreoSequence1_n48_p11_g06.mp4	ChoreoSequence	49	4.67
17	n48/p11/FlyCamelSpin3_n48_p11_g10.mp4	FlyCamelSpin	52	3.64
18	n48/p12/3Axel_2Toeloop_n48_p12_g02.mp4	Axel+Toeloop	17	11.13
19	n48/p12/ChoreoSequence1_n48_p12_g10.mp4	ChoreoSequence	49	4.83
20	n49/p06/3Toeloop_3Toeloop_n49_p06_g02.mp4	Toeloop+Toeloop	34	9.66
21	n49/p09/FlyCamelSpin3_n49_p09_g03.mp4	FlyCamelSpin	52	2.8
22	n49/p10/StepSequence4_n49_p10_g07.mp4	StepSequence	62	5.4
23	n49/p11/StepSequence4_n49_p11_g05.mp4	StepSequence	62	5.35
24	n49/p12/FlyCamelSpin3_n49_p12_g03.mp4	FlyCamelSpin	52	3.52
25	n49/p12/StepSequence4_n49_p12_g06.mp4	StepSequence	62	5.4
26	n50/p01/3Axel_2Toeloop_n50_p01_g07.mp4	Axel+Toeloop	17	9.99
27	n50/p01/ChoreoSequence1_n50_p01_g10.mp4	ChoreoSequence	49	4.14
28	n50/p02/3Axel_2Toeloop_n50_p02_g01.mp4	Axel+Toeloop	17	11.36
29	n50/p02/3Salchow_3Toeloop_n50_p02_g07.mp4	Salchow+Toeloop	31	7.89
30	n50/p02/ChoreoSequence1_n50_p02_g11.mp4	ChoreoSequence	49	3.83
31	n50/p03/4Salchow_n50_p03_g01.mp4	Salchow	36	4.85
32	n50/p03/ChoreoSequence1_n50_p03_g11.mp4	ChoreoSequence	49	3.83
33	n50/p04/4Toeloop_n50_p04_g02.mp4	Toeloop	37	6.17
34	n50/p04/ChoreoSequence1_n50_p04_g11.mp4	ChoreoSequence	49	4.29
35	n50/p05/3Axel_3Toeloop_n50_p05_g01.mp4	Axel+Toeloop	18	14.26
36	n50/p05/FlyCamelSpin3_n50_p05_g04.mp4	FlyCamelSpin	52	3.16
37	n50/p05/ChoreoSequence1_n50_p05_g11.mp4	ChoreoSequence	49	3.9
38	n50/p06/3Axel_2Toeloop_n50_p06_g01.mp4	Axel+Toeloop	17	10.67
39	n50/p06/ChoreoSequence1_n50_p06_g05.mp4	ChoreoSequence	49	4.17
40	n50/p07/3Axel_3Toeloop_n50_p07_g01.mp4	Axel+Toeloop	18	13.8
41	n50/p07/4Toeloop_n50_p07_g02.mp4	Toeloop	37	5.38
42	n50/p07/ChoreoSequence1_n50_p07_g09.mp4	ChoreoSequence	49	4.29
43	n50/p08/ChoreoSequence1_n50_p08_g09.mp4	ChoreoSequence	49	3.13
44	n50/p09/4Salchow_n50_p09_g01.mp4	Salchow	36	12.29
45	n50/p09/3Axel_3Toeloop_n50_p09_g03.mp4	Axel+Toeloop	18	14.71
46	n50/p09/ChoreoSequence1_n50_p09_g04.mp4	ChoreoSequence	49	4.29
47	n50/p09/2Toeloop_n50_p09_g07.mp4	Toeloop	15	1.56
48	n50/p10/4Toeloop_n50_p10_g01.mp4	Toeloop	37	10.61
49	n50/p10/3Axel_2Toeloop_n50_p10_g07.mp4	Axel+Toeloop	17	10.1
50	n50/p10/ChoreoSequence1_n50_p10_g09.mp4	ChoreoSequence	49	3.83
51	n50/p11/4Salchow_n50_p11_g02.mp4	Salchow	36	12.61
52	n50/p11/StepSequence4_n50_p11_g04.mp4	StepSequence	62	5.4
53	n50/p11/4Toeloop_n50_p11_g06.mp4	Toeloop	37	13.44
54	n50/p11/3Axel_3Toeloop_n50_p11_g08.mp4	Axel+Toeloop	18	14.71
55	n50/p11/3Axel_2Toeloop_n50_p11_g09.mp4	Axel+Toeloop	17	10.79
56	n50/p11/ChoreoSequence1_n50_p11_g10.mp4	ChoreoSequence	49	5
57	n50/p12/4Salchow_n50_p12_g02.mp4	Salchow	36	12.61
58	n50/p12/3Flip_n50_p12_g09.mp4	Flip	19	6.21
59	n50/p12/ChoreoSequence1_n50_p12_g10.mp4	ChoreoSequence	49	4.13
60	n51/p02/4Salchow_n51_p02_g01.mp4	Salchow	36	10.02
61	n51/p03/3Salchow_3Toeloop_n51_p03_g02.mp4	Salchow+Toeloop	31	9.43
62	n51/p04/4Lutz_n51_p04_g01.mp4	Lutz	35	10.73
63	n51/p05/FlyCamelSpin3_n51_p05_g03.mp4	FlyCamelSpin	52	2.28
64	n51/p05/ChSitSpin4_n51_p05_g04.mp4	ChSitSpin	51	3.26
65	n51/p06/3Toeloop_3Toeloop_n51_p06_g01.mp4	Toeloop+Toeloop	34	6.3
66	n51/p06/2Toeloop_n51_p06_g02.mp4	Toeloop	15	1.3
67	n51/p07/FlyCamelSpin3_n51_p07_g03.mp4	FlyCamelSpin	52	3.4
68	n51/p07/ChSitSpin4_n51_p07_g04.mp4	ChSitSpin	51	3.43
69	n51/p08/3Flip_n51_p08_g04.mp4	Flip	19	6.51
70	n51/p09/4Toeloop_n51_p09_g01.mp4	Toeloop	37	10.93
71	n51/p09/FlyCamelSpin3_n51_p09_g03.mp4	FlyCamelSpin	52	3.24
72	n51/p09/ChSitSpin3_n51_p09_g04.mp4	ChSitSpin	50	2.75
73	n51/p10/4Salchow_n51_p10_g01.mp4	Salchow	36	14
74	n51/p10/4Toeloop_3Toeloop_n51_p10_g03.mp4	Toeloop+Toeloop	39	15.98
75	n51/p10/ChSitSpin4_n51_p10_g05.mp4	ChSitSpin	51	4.15
76	n51/p12/3Flip_3Toeloop_n51_p12_g01.mp4	Flip+Toeloop	22	10.03
77	n52/p01/3Flip_n52_p01_g01.mp4	Flip	19	5.91
78	n52/p01/ChoreoSequence1_n52_p01_g08.mp4	ChoreoSequence	49	3
79	n52/p02/3Toeloop_3Toeloop_n52_p02_g01.mp4	Toeloop+Toeloop	34	9.1
80	n52/p02/3Lutz_n52_p02_g06.mp4	Lutz	25	3.2
81	n52/p02/3Flip_n52_p02_g08.mp4	Flip	19	5.22
82	n52/p02/ChoreoSequence1_n52_p02_g11.mp4	ChoreoSequence	49	3.79
83	n52/p03/3Flip_n52_p03_g01.mp4	Flip	19	2.65
84	n52/p03/3Lutz_n52_p03_g02.mp4	Lutz	25	2.95
85	n52/p03/ChoreoSequence1_n52_p03_g05.mp4	ChoreoSequence	49	3.3
86	n52/p03/3Flip_REP_n52_p03_g07.mp4	Flip+REP	19	2.65
87	n52/p03/StepSequence4_n52_p03_g11.mp4	StepSequence	62	4.23
88	n52/p04/3Lutz_n52_p04_g01.mp4	Lutz	25	5.39
89	n52/p04/3Flip_n52_p04_g02.mp4	Flip	19	5.75
90	n52/p04/3Lutz_REP_n52_p04_g08.mp4	Lutz+REP	25	5.31
91	n52/p04/3Flip_3Toeloop_n52_p04_g09.mp4	Flip+Toeloop	22	7.91
92	n52/p04/ChoreoSequence1_n52_p04_g10.mp4	ChoreoSequence	49	3.4
93	n52/p05/3Axel_n52_p05_g01.mp4	Axel	16	4
94	n52/p05/StepSequence4_n52_p05_g05.mp4	StepSequence	62	4.62
95	n52/p05/3Flip_n52_p05_g09.mp4	Flip	19	6.66
96	n52/p05/ChoreoSequence1_n52_p05_g11.mp4	ChoreoSequence	49	4.29
97	n52/p05/FlyCamelSpin3_n52_p05_g12.mp4	FlyCamelSpin	52	3.42
98	n52/p06/3Loop_2Toeloop_n52_p06_g01.mp4	Loop+Toeloop	24	7.11
99	n52/p06/ChoreoSequence1_n52_p06_g06.mp4	ChoreoSequence	49	3.5

End of preview. Expand in Data Studio

YAML Metadata Warning:empty or missing yaml metadata in repo card

Check out the documentation for more information.

MMFS Figure Skating Dataset (Processed)

This repository contains processed skeleton data for figure skating action classification.

Files included:

skeleton/train_data.pkl — list of numpy arrays; each sample shape (150, 17, 3, 1)
skeleton/test_data.pkl — same as above for test
skeleton/train_label.pkl, skeleton/test_label.pkl — integer class labels
skeleton/train_name.pkl, skeleton/test_name.pkl — original action names (strings)
skeleton/train_score.pkl, skeleton/test_score.pkl — action scores (floats)
train_metadata_v2.csv, test_metadata_v2.csv — metadata with data_index and cleaned action_clean
metadata_clean.csv — compact metadata for training with data_path (if present)

How to load a sample:

import pickle
train_data = pickle.load(open('skeleton/train_data.pkl','rb'))
train_labels = pickle.load(open('skeleton/train_label.pkl','rb'))

i = 0
x = train_data[i]       # numpy array, shape (150,17,3,1)
y = train_labels[i]

Contact: meghna (meghna2801)

Downloads last month: 9