Mathias / woodpeckerDetector Public
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Target

No name set

Cortex-M4F 80MHz

100 ms

128 kB

1024 kB

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F1-score

Precision

Recall

100%
spectr-conv1d-585
PERFORMANCE
LATENCY
144 ms of 100 ms
Exceeds target by 44 ms
RAM
16 kB of 128 kB
ROM
85 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTROGRAM

0.05 | 0.025 | -52

ACCURACY (KERAS)

7/30/2021, 8:53:02 AM

100%
spectr-conv1d-977
PERFORMANCE
LATENCY
95 ms of 100 ms
RAM
14 kB of 128 kB
ROM
39 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
2000 ms |
Enabled

SPECTROGRAM

0.05 | 0.05 | -52

ACCURACY (KERAS)

7/30/2021, 8:56:20 AM

100%
spectr-conv1d-4a2
PERFORMANCE
LATENCY
97 ms of 100 ms
RAM
24 kB of 128 kB
ROM
75 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTROGRAM

0.05 | 0.025 | -52

ACCURACY (KERAS)

7/30/2021, 8:58:32 AM

100%
spectr-conv1d-5c7
PERFORMANCE
LATENCY
218 ms of 100 ms
Exceeds target by 118 ms
RAM
20 kB of 128 kB
ROM
44 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTROGRAM

0.025 | 0.025 | -52

ACCURACY (KERAS)

7/30/2021, 9:11:09 AM

100%
spectr-conv1d-1a8
PERFORMANCE
LATENCY
104 ms of 100 ms
Exceeds target by 4 ms
RAM
35 kB of 128 kB
ROM
75 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
500 ms |
Enabled

SPECTROGRAM

0.025 | 0.0125 | -52

ACCURACY (KERAS)

7/30/2021, 9:08:14 AM

99%
spectr-conv1d-2e5
PERFORMANCE
LATENCY
144 ms of 100 ms
Exceeds target by 44 ms
RAM
16 kB of 128 kB
ROM
85 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTROGRAM

0.05 | 0.05 | -72

ACCURACY (KERAS)

7/30/2021, 8:50:09 AM

99%
mfe-conv1d-8bf
PERFORMANCE
LATENCY
45 ms of 100 ms
RAM
25 kB of 128 kB
ROM
35 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

MFE

0.032 | 0.032 | 40

ACCURACY (KERAS)

7/30/2021, 9:09:51 AM

98%
spectr-conv1d-b70
PERFORMANCE
LATENCY
78 ms of 100 ms
RAM
30 kB of 128 kB
ROM
65 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
500 ms |
Enabled

SPECTROGRAM

0.025 | 0.025 | -72

ACCURACY (KERAS)

7/30/2021, 8:52:26 AM

98%
spectr-conv2d-48f
PERFORMANCE
LATENCY
121 ms of 100 ms
Exceeds target by 21 ms
RAM
21 kB of 128 kB
ROM
101 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

SPECTROGRAM

0.075 | 0.075 | -72

ACCURACY (KERAS)

7/30/2021, 8:54:58 AM

98%
spectr-conv1d-0e6
PERFORMANCE
LATENCY
218 ms of 100 ms
Exceeds target by 118 ms
RAM
32 kB of 128 kB
ROM
113 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
1000 ms |
Enabled

SPECTROGRAM

0.05 | 0.025 | -32

ACCURACY (KERAS)

7/30/2021, 8:51:49 AM

98%
spectr-conv1d-1a8
PERFORMANCE
LATENCY
90 ms of 100 ms
RAM
18 kB of 128 kB
ROM
58 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTROGRAM

0.075 | 0.075 | -32

ACCURACY (KERAS)

7/30/2021, 9:07:47 AM

98%
spectr-conv2d-9d3
PERFORMANCE
LATENCY
205 ms of 100 ms
Exceeds target by 105 ms
RAM
21 kB of 128 kB
ROM
75 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

SPECTROGRAM

0.075 | 0.075 | -52

ACCURACY (KERAS)

7/30/2021, 9:08:15 AM

97%
mfe-conv1d-c39
PERFORMANCE
LATENCY
72 ms of 100 ms
RAM
22 kB of 128 kB
ROM
52 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

MFE

0.032 | 0.032 | 40

ACCURACY (KERAS)

7/30/2021, 8:56:04 AM

97%
mfe-conv1d-c24
PERFORMANCE
LATENCY
23 ms of 100 ms
RAM
28 kB of 128 kB
ROM
34 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

MFE

0.032 | 0.016 | 40

ACCURACY (KERAS)

7/30/2021, 8:54:02 AM

97%
mfe-conv2d-780
PERFORMANCE
LATENCY
89 ms of 100 ms
RAM
24 kB of 128 kB
ROM
35 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

MFE

0.05 | 0.05 | 40

ACCURACY (KERAS)

7/30/2021, 9:09:59 AM

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