Edge Impulse Inc. / Tutorial: Continuous motion recognition Public
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Target

No name set

Infineon PSoC6 CY8C624 (Cortex-M4F 150 MHz)

100 ms

1024 kB

2048 kB

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F1-score

Precision

Recall

95%
spectr-dense-4bf
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
25 kB of 1024 kB
ROM
26 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

12/21/2021, 2:47:46 PM

95%
spectr-dense-4b5
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
24 kB of 1024 kB
ROM
22 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

12/21/2021, 2:47:31 PM

95%
spectr-dense-781
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
8 kB of 1024 kB
ROM
25 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

128

ACCURACY (KERAS)

12/21/2021, 2:59:41 PM

95%
spectr-dense-9f0
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
8 kB of 1024 kB
ROM
26 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

128

ACCURACY (KERAS)

12/21/2021, 3:02:57 PM

94%
spectr-dense-75e
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
25 kB of 1024 kB
ROM
26 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

12/21/2021, 2:47:41 PM

94%
spectr-dense-063
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
25 kB of 1024 kB
ROM
26 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

12/21/2021, 2:47:44 PM

92%
spectr-dense-e47
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
22 kB of 1024 kB
ROM
28 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

12/21/2021, 2:50:35 PM

92%
spectr-dense-d86
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
6 kB of 1024 kB
ROM
20 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

128

ACCURACY (KERAS)

12/21/2021, 2:50:51 PM

92%
spectr-dense-bdd
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
22 kB of 1024 kB
ROM
21 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

12/21/2021, 2:50:57 PM

92%
spectr-dense-7f2
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
6 kB of 1024 kB
ROM
21 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

128

ACCURACY (KERAS)

12/21/2021, 2:52:24 PM

92%
spectr-dense-090
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
22 kB of 1024 kB
ROM
26 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

12/21/2021, 2:54:22 PM

92%
spectr-dense-0bc
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
6 kB of 1024 kB
ROM
21 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

128

ACCURACY (KERAS)

12/21/2021, 2:54:59 PM

92%
spectr-dense-14c
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
21 kB of 1024 kB
ROM
25 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

12/21/2021, 2:56:23 PM

92%
spectr-dense-d02
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
21 kB of 1024 kB
ROM
25 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

12/21/2021, 2:57:46 PM

92%
spectr-dense-0a3
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
22 kB of 1024 kB
ROM
20 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

12/21/2021, 2:58:41 PM