Nekhil R / Fire Detection with sensor fusion Public
Target: Cortex-M7 216MHz Clone this project
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Target

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Cortex-M7 216MHz

100 ms

340 kB

1024 kB

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F1-score

Precision

Recall

100%
spectr-dense-ade
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
3 kB of 340 kB
ROM
21 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
99011100100FirNo uncFirNo F1
CLASSIFICATION

0.0005 | 30 | 100%

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

12/19/2022, 5:58:39 AM

94%
spectr-dense-8d6
PERFORMANCE
LATENCY
4 ms of 100 ms
RAM
3 kB of 340 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
880.9313100.9400FirNo uncFirNo F1
CLASSIFICATION

0.0005 | 30 | 94%

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

12/19/2022, 5:57:31 AM

93%
spectr-dense-6f4
PERFORMANCE
LATENCY
4 ms of 100 ms
RAM
3 kB of 340 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
860.9214100.9300FirNo uncFirNo F1
CLASSIFICATION

0.0005 | 30 | 93%

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

12/19/2022, 5:54:42 AM

93%
spectr-dense-2bf
PERFORMANCE
LATENCY
4 ms of 100 ms
RAM
3 kB of 340 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
860.9214100.9300FirNo uncFirNo F1
CLASSIFICATION

0.0005 | 30 | 93%

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

12/19/2022, 5:57:54 AM

92%
spectr-dense-d36
PERFORMANCE
LATENCY
4 ms of 100 ms
RAM
3 kB of 340 kB
ROM
18 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
830.9117100.9200FirNo uncFirNo F1
CLASSIFICATION

0.0005 | 30 | 92%

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

12/19/2022, 5:53:29 AM

92%
spectr-dense-4ce
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
4 kB of 340 kB
ROM
18 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
830.9117100.9200FirNo uncFirNo F1
CLASSIFICATION

0.0005 | 30 | 92%

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

12/19/2022, 5:54:06 AM

92%
spectr-dense-66d
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
4 kB of 340 kB
ROM
21 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
830.9110100.9570FirNo uncFirNo F1
CLASSIFICATION

0.0005 | 30 | 92%

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

12/19/2022, 5:53:30 AM

92%
spectr-dense-41f
PERFORMANCE
LATENCY
4 ms of 100 ms
RAM
3 kB of 340 kB
ROM
18 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
830.9117100.9200FirNo uncFirNo F1
CLASSIFICATION

0.0005 | 30 | 92%

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

12/19/2022, 5:54:11 AM

92%
spectr-dense-07b
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
3 kB of 340 kB
ROM
21 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
830.9117100.9200FirNo uncFirNo F1
CLASSIFICATION

0.0005 | 30 | 92%

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

12/19/2022, 5:53:52 AM

92%
spectr-dense-98b
PERFORMANCE
LATENCY
4 ms of 100 ms
RAM
3 kB of 340 kB
ROM
18 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
830.9117100.9200FirNo uncFirNo F1
CLASSIFICATION

0.0005 | 30 | 92%

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

12/19/2022, 5:55:03 AM

92%
spectr-dense-933
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
3 kB of 340 kB
ROM
18 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
830.9117100.9200FirNo uncFirNo F1
CLASSIFICATION

0.0005 | 30 | 92%

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

12/19/2022, 5:55:16 AM

92%
spectr-dense-c74
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
3 kB of 340 kB
ROM
21 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
830.9117100.9200FirNo uncFirNo F1
CLASSIFICATION

0.0005 | 30 | 92%

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

12/19/2022, 5:55:24 AM

92%
spectr-dense-fdf
PERFORMANCE
LATENCY
4 ms of 100 ms
RAM
3 kB of 340 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
830.918100.9680FirNo uncFirNo F1
CLASSIFICATION

0.0005 | 30 | 92%

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

12/19/2022, 5:55:50 AM

92%
spectr-dense-e6e
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
4 kB of 340 kB
ROM
21 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
830.9117100.9200FirNo uncFirNo F1
CLASSIFICATION

0.0005 | 30 | 92%

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

12/19/2022, 5:55:59 AM

92%
spectr-dense-99b
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
3 kB of 340 kB
ROM
18 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
830.9117100.9200FirNo uncFirNo F1
CLASSIFICATION

0.0005 | 30 | 92%

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

12/19/2022, 5:56:26 AM

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