Edge Impulse Inc. / Tutorial: Adding sight to your sensors 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

440 kB

2048 kB

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100%
rgb-mobilenetv2-4c4
Show logs
PERFORMANCE
LATENCY
4772 ms of 100 ms
Exceeds target by 4672 ms
RAM
738 kB of 440 kB
Exceeds target by 298 kB
ROM
586 kB of 2048 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

ACCURACY (KERAS-TRANSFER-IMAGE)

12/17/2021, 8:44:38 PM

100%
grayscale-mobilenetv2-4f0
Show logs
PERFORMANCE
LATENCY
1710 ms of 100 ms
Exceeds target by 1610 ms
RAM
351 kB of 440 kB
ROM
585 kB of 2048 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

Grayscale

ACCURACY (KERAS-TRANSFER-IMAGE)

12/17/2021, 8:37:58 PM

100%
rgb-mobilenetv2-154
Show logs
PERFORMANCE
LATENCY
4772 ms of 100 ms
Exceeds target by 4672 ms
RAM
369 kB of 440 kB
ROM
2357 kB of 2048 kB
Exceeds target by 309 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

ACCURACY (KERAS-TRANSFER-IMAGE)

12/17/2021, 9:01:39 PM

98%
rgb-conv2d-6b2
Show logs
PERFORMANCE
LATENCY
202 ms of 100 ms
Exceeds target by 102 ms
RAM
30 kB of 440 kB
ROM
122 kB of 2048 kB
DSP NN Unused
IMAGE INPUT

32 |
32

IMAGE

RGB

ACCURACY (KERAS)

12/17/2021, 8:34:46 PM

98%
rgb-mobilenetv2-297
Show logs
PERFORMANCE
LATENCY
1718 ms of 100 ms
Exceeds target by 1618 ms
RAM
351 kB of 440 kB
ROM
586 kB of 2048 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

ACCURACY (KERAS-TRANSFER-IMAGE)

12/17/2021, 8:38:12 PM

98%
grayscale-conv2d-dd7
Show logs
PERFORMANCE
LATENCY
440 ms of 100 ms
Exceeds target by 340 ms
RAM
99 kB of 440 kB
ROM
328 kB of 2048 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

Grayscale

ACCURACY (KERAS)

12/17/2021, 9:09:00 PM

96%
grayscale-mobilenetv1-81e
Show logs
PERFORMANCE
LATENCY
638 ms of 100 ms
Exceeds target by 538 ms
RAM
135 kB of 440 kB
ROM
312 kB of 2048 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

Grayscale

ACCURACY (KERAS-TRANSFER-IMAGE)

12/17/2021, 8:41:12 PM

96%
rgb-conv2d-bdc
Show logs
PERFORMANCE
LATENCY
3706 ms of 100 ms
Exceeds target by 3606 ms
RAM
369 kB of 440 kB
ROM
2357 kB of 2048 kB
Exceeds target by 309 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

ACCURACY (KERAS)

12/17/2021, 8:42:51 PM

96%
grayscale-mobilenetv1-4d9
Show logs
PERFORMANCE
LATENCY
100 ms of 100 ms
RAM
64 kB of 440 kB
ROM
109 kB of 2048 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

Grayscale

ACCURACY (KERAS-TRANSFER-IMAGE)

12/17/2021, 8:45:47 PM

96%
rgb-mobilenetv2-ded
Show logs
PERFORMANCE
LATENCY
500 ms of 100 ms
Exceeds target by 400 ms
RAM
369 kB of 440 kB
ROM
2357 kB of 2048 kB
Exceeds target by 309 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

ACCURACY (KERAS-TRANSFER-IMAGE)

12/17/2021, 8:51:20 PM

96%
grayscale-mobilenetv2-b13
Show logs
PERFORMANCE
LATENCY
496 ms of 100 ms
Exceeds target by 396 ms
RAM
287 kB of 440 kB
ROM
173 kB of 2048 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

Grayscale

ACCURACY (KERAS-TRANSFER-IMAGE)

12/17/2021, 8:51:51 PM

96%
grayscale-mobilenetv1-238
Show logs
PERFORMANCE
LATENCY
100 ms of 100 ms
RAM
64 kB of 440 kB
ROM
109 kB of 2048 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

Grayscale

ACCURACY (KERAS-TRANSFER-IMAGE)

12/17/2021, 8:51:03 PM

96%
rgb-mobilenetv1-2a3
Show logs
PERFORMANCE
LATENCY
642 ms of 100 ms
Exceeds target by 542 ms
RAM
135 kB of 440 kB
ROM
312 kB of 2048 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

ACCURACY (KERAS-TRANSFER-IMAGE)

12/17/2021, 8:54:08 PM

96%
rgb-conv2d-76d
Show logs
PERFORMANCE
LATENCY
726 ms of 100 ms
Exceeds target by 626 ms
RAM
52 kB of 440 kB
ROM
134 kB of 2048 kB
DSP NN Unused
IMAGE INPUT

32 |
32

IMAGE

RGB

ACCURACY (KERAS)

12/17/2021, 8:57:51 PM

96%
rgb-mobilenetv2-20d
Show logs
PERFORMANCE
LATENCY
584 ms of 100 ms
Exceeds target by 484 ms
RAM
297 kB of 440 kB
ROM
223 kB of 2048 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

ACCURACY (KERAS-TRANSFER-IMAGE)

12/17/2021, 9:05:42 PM

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