iarakis / iarakis-project-1 Public

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F1-score

Precision

Recall

85%
spectr-conv1d-5d9
PERFORMANCE
LATENCY
100 ms
RAM
Not available for this model
ROM
Unused
INPUT

1000 ms | 500 ms

SPECTROGRAM

0.075 | 0.0375 | -52

ACCURACY
NEURAL NETWORK (KERAS)

0.005 | 100

Type Filters Kernel Rate
conv1d 16 3 -
conv1d 32 3 -
dropout - - 0.5

9/1/2021, 9:00:52 AM

83%
spectr-conv1d-0ba
PERFORMANCE
LATENCY
100 ms
RAM
Not available for this model
ROM
Unused
INPUT

2000 ms | 2000 ms

SPECTROGRAM

0.075 | 0.075 | -52

ACCURACY
NEURAL NETWORK (KERAS)

0.005 | 100

Type Filters Kernel Rate
conv1d 16 3 -
conv1d 32 3 -
dropout - - 0.25
dense 64 - -
dropout - - 0.25

9/1/2021, 8:46:44 AM

82%
spectr-conv1d-81f
PERFORMANCE
LATENCY
100 ms
RAM
Not available for this model
ROM
Unused
INPUT

1000 ms | 500 ms

SPECTROGRAM

0.05 | 0.05 | -52

ACCURACY
NEURAL NETWORK (KERAS)

0.005 | 100

Type Filters Kernel Rate
conv1d 16 3 -
conv1d 32 3 -
dropout - - 0.5

9/1/2021, 8:51:00 AM

81%
spectr-conv1d-73d
PERFORMANCE
LATENCY
100 ms
RAM
Not available for this model
ROM
Unused
INPUT

2000 ms | 2000 ms

SPECTROGRAM

0.075 | 0.075 | -32

ACCURACY
NEURAL NETWORK (KERAS)

0.005 | 100

Type Filters Kernel Rate
conv1d 16 3 -
conv1d 32 3 -
conv1d 64 3 -
dropout - - 0.25
dense 64 - -
dropout - - 0.25

9/1/2021, 9:03:57 AM

80%
spectr-conv1d-590
PERFORMANCE
LATENCY
100 ms
RAM
Not available for this model
ROM
Unused
INPUT

2000 ms | 2000 ms

SPECTROGRAM

0.05 | 0.05 | -32

ACCURACY
NEURAL NETWORK (KERAS)

0.005 | 100

Type Filters Kernel Rate
conv1d 8 3 -
conv1d 16 3 -
conv1d 32 3 -
conv1d 64 3 -
dropout - - 0.5

9/1/2021, 9:00:48 AM

79%
spectr-conv1d-d89
PERFORMANCE
LATENCY
100 ms
RAM
Not available for this model
ROM
Unused
INPUT

1000 ms | 1000 ms

SPECTROGRAM

0.075 | 0.075 | -52

ACCURACY
NEURAL NETWORK (KERAS)

0.005 | 100

Type Filters Kernel Rate
conv1d 16 3 -
conv1d 32 3 -
dropout - - 0.25
dense 64 - -
dropout - - 0.25

9/1/2021, 8:58:40 AM

78%
spectr-conv1d-5f6
PERFORMANCE
LATENCY
100 ms
RAM
Not available for this model
ROM
Unused
INPUT

2000 ms | 1000 ms

SPECTROGRAM

0.05 | 0.05 | -32

ACCURACY
NEURAL NETWORK (KERAS)

0.005 | 100

Type Filters Kernel Rate
conv1d 8 3 -
conv1d 16 3 -
conv1d 32 3 -
dropout - - 0.5
dense 64 - -
dropout - - 0.5

9/1/2021, 8:53:29 AM

77%
spectr-conv1d-f7c
PERFORMANCE
LATENCY
100 ms
RAM
Not available for this model
ROM
Unused
INPUT

2000 ms | 2000 ms

SPECTROGRAM

0.05 | 0.05 | -52

ACCURACY
NEURAL NETWORK (KERAS)

0.005 | 100

Type Filters Kernel Rate
conv1d 8 3 -
conv1d 16 3 -
conv1d 32 3 -
dropout - - 0.25
dense 64 - -
dropout - - 0.25

9/1/2021, 8:46:34 AM

76%
spectr-conv1d-242
PERFORMANCE
LATENCY
100 ms
RAM
Not available for this model
ROM
Unused
INPUT

1000 ms | 500 ms

SPECTROGRAM

0.075 | 0.0375 | -72

ACCURACY
NEURAL NETWORK (KERAS)

0.005 | 100

Type Filters Kernel Rate
conv1d 16 3 -
conv1d 32 3 -
dropout - - 0.25

9/1/2021, 9:06:57 AM

76%
spectr-conv1d-9fb
PERFORMANCE
LATENCY
100 ms
RAM
Not available for this model
ROM
Unused
INPUT

2000 ms | 1000 ms

SPECTROGRAM

0.075 | 0.075 | -52

ACCURACY
NEURAL NETWORK (KERAS)

0.005 | 100

Type Filters Kernel Rate
conv1d 8 3 -
conv1d 16 3 -
conv1d 32 3 -
dropout - - 0.5

9/1/2021, 9:01:06 AM

76%
spectr-conv1d-431
PERFORMANCE
LATENCY
100 ms
RAM
Not available for this model
ROM
Unused
INPUT

1000 ms | 1000 ms

SPECTROGRAM

0.05 | 0.025 | -52

ACCURACY
NEURAL NETWORK (KERAS)

0.005 | 100

Type Filters Kernel Rate
conv1d 8 3 -
conv1d 16 3 -
dropout - - 0.25
dense 64 - -
dropout - - 0.25

9/1/2021, 8:51:42 AM

75%
spectr-conv1d-c4a
PERFORMANCE
LATENCY
100 ms
RAM
Not available for this model
ROM
Unused
INPUT

2000 ms | 2000 ms

SPECTROGRAM

0.05 | 0.05 | -52

ACCURACY
NEURAL NETWORK (KERAS)

0.005 | 100

Type Filters Kernel Rate
conv1d 8 3 -
conv1d 16 3 -
conv1d 32 3 -
conv1d 64 3 -
dropout - - 0.5

9/1/2021, 9:03:56 AM

75%
spectr-conv1d-5bc
PERFORMANCE
LATENCY
100 ms
RAM
Not available for this model
ROM
Unused
INPUT

1000 ms | 1000 ms

SPECTROGRAM

0.075 | 0.075 | -32

ACCURACY
NEURAL NETWORK (KERAS)

0.005 | 100

Type Filters Kernel Rate
conv1d 16 3 -
conv1d 32 3 -
conv1d 64 3 -
dropout - - 0.5

9/1/2021, 8:53:12 AM

73%
spectr-conv1d-57f
PERFORMANCE
LATENCY
100 ms
RAM
Not available for this model
ROM
Unused
INPUT

1000 ms | 1000 ms

SPECTROGRAM

0.05 | 0.05 | -52

ACCURACY
NEURAL NETWORK (KERAS)

0.005 | 100

Type Filters Kernel Rate
conv1d 16 3 -
conv1d 32 3 -
conv1d 64 3 -
conv1d 128 3 -
dropout - - 0.25

9/1/2021, 9:09:02 AM

71%
spectr-conv1d-2bd
PERFORMANCE
LATENCY
100 ms
RAM
Not available for this model
ROM
Unused
INPUT

1000 ms | 500 ms

SPECTROGRAM

0.075 | 0.0375 | -52

ACCURACY
NEURAL NETWORK (KERAS)

0.005 | 100

Type Filters Kernel Rate
conv1d 8 3 -
conv1d 16 3 -
dropout - - 0.25

9/1/2021, 9:05:26 AM