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

Precision

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)
90%
spectr-dense-63b
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 | 90%

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

4/9/2024, 11:47:22 PM

86%
spectr-dense-0c8
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

4/9/2024, 11:40:11 PM

86%
spectr-dense-946
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

4/9/2024, 11:40:04 PM

71%
spectr-dense-abf
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

4/9/2024, 11:41:26 PM

71%
spectr-dense-24a
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 | 71%

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

4/9/2024, 11:43:52 PM

57%
spectr-dense-39f
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 | 57%

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

4/9/2024, 11:44:57 PM

57%
spectr-dense-b70
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

4/9/2024, 11:41:07 PM

48%
spectr-dense-21a
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 | 48%

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

4/9/2024, 11:44:59 PM

29%
spectr-dense-ddc
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

4/9/2024, 11:43:36 PM

spectr-dense-708
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-754
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-ee5
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-502
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-604
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-d0f
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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