Ekene / Left Foot Move Classification Public
Target: Cortex-M7 216MHz Clone this project
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Target

No name set

Cortex-M7 216MHz

100 ms

340 kB

1024 kB

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F1-score

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Recall

Run #3 (Apr 10 2024, 00:46:02, finished) Run #2 (Apr 10 2024, 00:20:01, finished) Run #1 (Apr 09 2024, 23:27:57, finished)
86%
spectr-dense-1f8
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
4 kB of 340 kB
ROM
25 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 86%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.25

4/10/2024, 12:34:50 AM

86%
spectr-dense-8e1
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
4 kB of 340 kB
ROM
25 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 86%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.5

4/10/2024, 12:32:36 AM

86%
spectr-dense-029
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
3 kB of 340 kB
ROM
25 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 86%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.5

4/10/2024, 12:30:16 AM

86%
spectr-dense-c5b
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
3 kB of 340 kB
ROM
25 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 86%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.25

4/10/2024, 12:30:09 AM

71%
spectr-dense-491
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
3 kB of 340 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 71%

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dropout - - 0.25

4/10/2024, 12:31:39 AM

57%
spectr-dense-d11
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
3 kB of 340 kB
ROM
19 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 57%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.5

4/10/2024, 12:33:53 AM

57%
spectr-dense-08d
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
3 kB of 340 kB
ROM
19 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 57%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.25

4/10/2024, 12:33:48 AM

43%
spectr-dense-b38
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
3 kB of 340 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 43%

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dense 5 - -
dropout - - 0.5

4/10/2024, 12:36:03 AM

29%
spectr-dense-a94
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
4 kB of 340 kB
ROM
20 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 29%

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dense 5 - -
dropout - - 0.5

4/10/2024, 12:32:30 AM

spectr-dense-a53
PERFORMANCE
LATENCY
100 ms
RAM
340 kB
ROM
1024 kB
Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dense 5 - -
dropout - - 0.25

spectr-dense-81f
PERFORMANCE
LATENCY
100 ms
RAM
340 kB
ROM
1024 kB
Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dense 5 - -
dropout - - 0.5

spectr-dense-11d
PERFORMANCE
LATENCY
100 ms
RAM
340 kB
ROM
1024 kB
Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dense 5 - -
dropout - - 0.5

spectr-dense-56b
PERFORMANCE
LATENCY
100 ms
RAM
340 kB
ROM
1024 kB
Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.5

spectr-dense-479
PERFORMANCE
LATENCY
100 ms
RAM
340 kB
ROM
1024 kB
Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dropout - - 0.25

spectr-dense-25c
PERFORMANCE
LATENCY
100 ms
RAM
340 kB
ROM
1024 kB
Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.5

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