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

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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: 27

Size of downloaded dataset files:

287 kB

Size of the auto-converted Parquet files:

121 kB

Number of rows:

4,915