Michael Darby / Ammo Counter Public
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EON Tuner

Using the EON tuner you can effortlessly find the most optimal architecture for your embedded machine-learning application! Clone this project to get started using the EON Tuner

Target

Motion events

Raspberry Pi RP2040 (Cortex-M0+ 133MHz)

3000 ms

264 kB

2048 kB

Filters

Status

DSP type

Network type

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Data set

Precision

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General

F1-score

Precision

Recall

80%
spectr-dense-584
PERFORMANCE
LATENCY
3000 ms
RAM
264 kB
ROM
2048 kB
DSP NN Unused
ACCURACY
INPUT

5000 ms | 5000 ms

SPECTRAL-ANALYSIS

64

CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:25:51 PM

76%
spectr-dense-26f
PERFORMANCE
LATENCY
3000 ms
RAM
264 kB
ROM
2048 kB
DSP NN Unused
ACCURACY
INPUT

5000 ms | 5000 ms

SPECTRAL-ANALYSIS

64

CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:26:39 PM

67%
spectr-dense-420
PERFORMANCE
LATENCY
3000 ms
RAM
264 kB
ROM
2048 kB
DSP NN Unused
ACCURACY
INPUT

5000 ms | 5000 ms

SPECTRAL-ANALYSIS

16

CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:30:11 PM

65%
spectr-dense-cd4
PERFORMANCE
LATENCY
3000 ms
RAM
264 kB
ROM
2048 kB
DSP NN Unused
ACCURACY
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

64

CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:23:01 PM

65%
spectr-dense-b06
PERFORMANCE
LATENCY
3000 ms
RAM
264 kB
ROM
2048 kB
DSP NN Unused
ACCURACY
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

16

CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:24:57 PM

65%
spectr-dense-2d2
PERFORMANCE
LATENCY
3000 ms
RAM
264 kB
ROM
2048 kB
DSP NN Unused
ACCURACY
INPUT

5000 ms | 5000 ms

SPECTRAL-ANALYSIS

16

CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:30:03 PM

63%
spectr-dense-8ea
PERFORMANCE
LATENCY
3000 ms
RAM
264 kB
ROM
2048 kB
DSP NN Unused
ACCURACY
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

64

CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dense 5 - -
dropout - - 0.5

1/11/2023, 8:24:09 PM

61%
spectr-dense-cac
PERFORMANCE
LATENCY
3000 ms
RAM
264 kB
ROM
2048 kB
DSP NN Unused
ACCURACY
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

64

CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:26:18 PM

61%
spectr-dense-baa
PERFORMANCE
LATENCY
3000 ms
RAM
264 kB
ROM
2048 kB
DSP NN Unused
ACCURACY
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

64

CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:22:22 PM

60%
spectr-dense-eae
PERFORMANCE
LATENCY
3000 ms
RAM
264 kB
ROM
2048 kB
DSP NN Unused
ACCURACY
INPUT

5000 ms | 5000 ms

SPECTRAL-ANALYSIS

16

CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:26:48 PM

60%
spectr-dense-d0c
PERFORMANCE
LATENCY
3000 ms
RAM
264 kB
ROM
2048 kB
DSP NN Unused
ACCURACY
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

64

CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:24:11 PM

59%
spectr-dense-32d
PERFORMANCE
LATENCY
3000 ms
RAM
264 kB
ROM
2048 kB
DSP NN Unused
ACCURACY
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

16

CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:29:36 PM

58%
spectr-dense-c93
PERFORMANCE
LATENCY
3000 ms
RAM
264 kB
ROM
2048 kB
DSP NN Unused
ACCURACY
INPUT

5000 ms | 5000 ms

SPECTRAL-ANALYSIS

64

CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:27:33 PM

56%
spectr-dense-6b2
PERFORMANCE
LATENCY
3000 ms
RAM
264 kB
ROM
2048 kB
DSP NN Unused
ACCURACY
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

16

CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dense 5 - -
dropout - - 0.5

1/11/2023, 8:22:11 PM

55%
spectr-dense-8b4
PERFORMANCE
LATENCY
3000 ms
RAM
264 kB
ROM
2048 kB
DSP NN Unused
ACCURACY
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

16

CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:23:22 PM

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