Developer Relations / Thermostatic valve (FOMO-AD 96x96) - dataset collected by Edge Impulse Public
Target: Nvidia Jetson Orin NX Clone this project

EON Tuner

Run #3 - FOMO-AD parameter search (, finished) Run #2 - FOMO-AD parameter search (, finished) Run #1 - FOMO-AD parameter search (, finished)
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

FOMO-AD parameter search

Visual anomaly detection

Nvidia Jetson Orin NX

100 ms

16777216 kB

134217728 kB

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Status

DSP type

Network type

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General

F1-score

Precision

Recall

67%
rgb-dense-29f
Show logs
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
1381 kB of 16777216 kB
ROM
88 kB of 134217728 kB
DSP NN Unused
INPUT

120 | 120

IMAGE

RGB

ACCURACY
FOMO-AD (IMAGES)
MobileNetV2 0.35 | high | 2

4/11/2024, 8:46:07 AM

67%
rgb-dense-cd9
Show logs
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
1381 kB of 16777216 kB
ROM
88 kB of 134217728 kB
DSP NN Unused
INPUT

120 | 120

IMAGE

RGB

ACCURACY
FOMO-AD (IMAGES)
MobileNetV2 0.35 | high | 7.1

4/11/2024, 8:42:23 AM

58%
rgb-dense-c34
Show logs
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
2439 kB of 16777216 kB
ROM
88 kB of 134217728 kB
DSP NN Unused
INPUT

160 | 160

IMAGE

RGB

ACCURACY
FOMO-AD (IMAGES)
MobileNetV2 0.35 | high | 5.1

4/11/2024, 8:50:07 AM

50%
rgb-dense-aa4
Show logs
PERFORMANCE
LATENCY
9 ms of 100 ms
RAM
4755 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
INPUT

224 | 224

IMAGE

RGB

ACCURACY
FOMO-AD (IMAGES)
MobileNetV2 0.1 | high | 7.1

4/11/2024, 8:53:40 AM

50%
rgb-dense-168
Show logs
PERFORMANCE
LATENCY
9 ms of 100 ms
RAM
4755 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
INPUT

224 | 224

IMAGE

RGB

ACCURACY
FOMO-AD (IMAGES)
MobileNetV2 0.1 | high | 2.2

4/11/2024, 8:45:13 AM

43%
rgb-dense-677
Show logs
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
1381 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
INPUT

120 | 120

IMAGE

RGB

ACCURACY
FOMO-AD (IMAGES)
MobileNetV2 0.1 | high | 1.8

4/11/2024, 8:49:28 AM

43%
rgb-dense-3cb
Show logs
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
1381 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
INPUT

120 | 120

IMAGE

RGB

ACCURACY
FOMO-AD (IMAGES)
MobileNetV2 0.1 | high | 7.1

4/11/2024, 8:49:51 AM

43%
rgb-dense-69a
Show logs
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
2439 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
INPUT

160 | 160

IMAGE

RGB

ACCURACY
FOMO-AD (IMAGES)
MobileNetV2 0.1 | high | 2.8

4/11/2024, 8:42:27 AM

43%
rgb-dense-817
Show logs
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
2439 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
INPUT

160 | 160

IMAGE

RGB

ACCURACY
FOMO-AD (IMAGES)
MobileNetV2 0.1 | high | 11.1

4/11/2024, 8:42:20 AM

42%
rgb-dense-ed1
Show logs
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
891 kB of 16777216 kB
ROM
88 kB of 134217728 kB
DSP NN Unused
INPUT

96 | 96

IMAGE

RGB

ACCURACY
FOMO-AD (IMAGES)
MobileNetV2 0.35 | high | 1.8

4/11/2024, 8:47:34 AM

42%
rgb-dense-620
Show logs
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
891 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
INPUT

96 | 96

IMAGE

RGB

ACCURACY
FOMO-AD (IMAGES)
MobileNetV2 0.1 | high | 1.8

4/11/2024, 8:41:21 AM

40%
rgb-dense-104
Show logs
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
891 kB of 16777216 kB
ROM
88 kB of 134217728 kB
DSP NN Unused
INPUT

96 | 96

IMAGE

RGB

ACCURACY
FOMO-AD (IMAGES)
MobileNetV2 0.35 | medium | 11.1

4/11/2024, 8:44:18 AM

38%
rgb-dense-c03
Show logs
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
1381 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
INPUT

120 | 120

IMAGE

RGB

ACCURACY
FOMO-AD (IMAGES)
MobileNetV2 0.1 | low | 2

4/11/2024, 8:52:27 AM

38%
rgb-dense-92c
Show logs
PERFORMANCE
LATENCY
18 ms of 100 ms
RAM
4 kB of 16777216 kB
ROM
39 kB of 134217728 kB
DSP NN Unused
INPUT

320 | 320

IMAGE

RGB

ACCURACY
FOMO-AD (IMAGES)
MobileNetV2 0.1 | high | 11.1

4/11/2024, 8:50:57 AM

38%
rgb-dense-5a4
Show logs
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
891 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
INPUT

96 | 96

IMAGE

RGB

ACCURACY
FOMO-AD (IMAGES)
MobileNetV2 0.1 | medium | 2.8

4/11/2024, 8:44:19 AM

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