Edge Impulse Experts / Fall_Detection_using_Transformer Public
Target: Arduino Portenta H7 (Cortex-M7 480MHz) Clone this project
Experiments EON Tuner
The EON Tuner helps you find the most optimal architecture for your embedded machine-learning application. Clone this project to use the EON Tuner.

Target

No name set

Arduino Portenta H7 (Cortex-M7 480MHz)

100 ms

1024 kB

2048 kB

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F1-score

Precision

Recall

98%
spectr-dense-211
Show logs
PERFORMANCE
LATENCY
4 ms of 100 ms
RAM
33 kB of 1024 kB
ROM
21 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

3/4/2022, 2:29:47 AM

98%
spectr-dense-6ec
Show logs
PERFORMANCE
LATENCY
6 ms of 100 ms
RAM
33 kB of 1024 kB
ROM
24 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

3/4/2022, 3:34:55 AM

98%
spectr-dense-293
Show logs
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
33 kB of 1024 kB
ROM
21 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

3/4/2022, 1:45:01 AM

98%
spectr-dense-bd6
Show logs
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
33 kB of 1024 kB
ROM
25 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

3/4/2022, 2:55:49 AM

98%
spectr-dense-e02
Show logs
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
33 kB of 1024 kB
ROM
25 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

3/4/2022, 1:03:18 AM

97%
spectr-dense-178
Show logs
PERFORMANCE
LATENCY
6 ms of 100 ms
RAM
21 kB of 1024 kB
ROM
24 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

128

ACCURACY (KERAS)

3/4/2022, 2:47:52 AM

97%
spectr-dense-858
Show logs
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
21 kB of 1024 kB
ROM
19 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

128

ACCURACY (KERAS)

3/4/2022, 1:52:27 AM

97%
spectr-dense-2b5
Show logs
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
21 kB of 1024 kB
ROM
21 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

128

ACCURACY (KERAS)

3/4/2022, 3:04:13 AM

97%
spectr-dense-7fb
Show logs
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
21 kB of 1024 kB
ROM
21 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

128

ACCURACY (KERAS)

3/4/2022, 1:12:05 AM

95%
spectr-dense-dd3
Show logs
PERFORMANCE
LATENCY
10 ms of 100 ms
RAM
27 kB of 1024 kB
ROM
25 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

3/4/2022, 2:40:25 AM

95%
spectr-dense-2ee
Show logs
PERFORMANCE
LATENCY
10 ms of 100 ms
RAM
27 kB of 1024 kB
ROM
24 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

3/4/2022, 3:26:34 AM

95%
spectr-dense-fb5
Show logs
PERFORMANCE
LATENCY
9 ms of 100 ms
RAM
27 kB of 1024 kB
ROM
24 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

3/4/2022, 1:23:20 AM

95%
spectr-dense-230
Show logs
PERFORMANCE
LATENCY
7 ms of 100 ms
RAM
27 kB of 1024 kB
ROM
25 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

3/4/2022, 3:50:50 AM

95%
spectr-dense-4ee
Show logs
PERFORMANCE
LATENCY
11 ms of 100 ms
RAM
27 kB of 1024 kB
ROM
25 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

3/4/2022, 3:47:47 AM

95%
spectr-dense-279
Show logs
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
26 kB of 1024 kB
ROM
19 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

1024

ACCURACY (KERAS)

3/4/2022, 2:07:01 AM

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