Table 5 Detailed performance evaluation of our approach on our custom dataset.

From: Towards an RGB camera-based live repetition counter using auto correlation with action recognition for home rehabilitation

Activity

ID

Total

S1

S2

S3

S4

S5

S6

S7

S8

Average

MAE

RMSE

Run (no. of steps)

A1

50

49

49

43

49

49

48

50

47

48.00

2.00

2.8723

Jumps

A2

50

51

50

50

50

50

49

49

50

49.88

0.375

0.6124

Squats

A3

10

10

11

10

9

10

13

10

10

10.38

0.625

1.1726

Inline lunge

A4

10

8

12

10

10

10

10

10

10

10.00

0.50

1.0000

Sit to stand

A5

10

9

9

9

10

9

10

10

10

9.50

0.50

0.7071

Standing shoulder abduction

A6

10

10

11

10

9

10

10

10

10

10.00

0.25

0.5000

Standing shoulder extension

A7

10

10

9

10

9

6

7

8

12

8.88

1.625

2.0917

Standing shoulder internal external rotation

A8

10

10

10

9

10

9

10

10

10

9.75

0.25

0.5000

Standing shoulder scapation

A9

10

9

10

9

12

10

9

16

10

10.63

1.375

2.3184

Side lunge

A10

5

6

6

12

7

4

8

4

9

7.00

2.50

3.2016

Hurdle step (no. of steps)

A11

10

9

12

15

16

12

19

20

9

14.00

4.50

5.6125

Average

           

1.3182

1.8717

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