Developer Relations / Thermostatic valve (FOMO-AD 192x192) - dataset collected by Edge Impulse Public
Target: Nvidia Jetson Orin NX Clone this project
Experiments EON Tuner
The EON Tuner helps you quickly run hyper-parameter sweeps that explore different pre-processing + model architectures optimized for your defined objectives. Clone this project to use the EON Tuner.

Target

FOMO-AD parameter search

Nvidia Jetson Orin NX

100 ms

16777216 kB

134217728 kB

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General

Anomaly accuracy

F1-score

Precision

Recall

67%
rgb-fomo-ad-ae3
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
1381 kB of 16777216 kB
ROM
88 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

120 |
120

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 7.1

67% | - | - | -

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

67%
rgb-fomo-ad-139
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
1381 kB of 16777216 kB
ROM
88 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

120 |
120

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 2

67% | - | - | -

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

58%
rgb-fomo-ad-c68
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
2439 kB of 16777216 kB
ROM
88 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 5.1

58% | - | - | -

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

50%
rgb-fomo-ad-7db
PERFORMANCE
LATENCY
9 ms of 100 ms
RAM
4755 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 2.2

50% | - | - | -

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

50%
rgb-fomo-ad-1fb
PERFORMANCE
LATENCY
9 ms of 100 ms
RAM
4755 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 7.1

50% | - | - | -

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

43%
rgb-fomo-ad-7cc
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
2439 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 11.1

43% | - | - | -

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

43%
rgb-fomo-ad-b44
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
2439 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 2.8

43% | - | - | -

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

43%
rgb-fomo-ad-247
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
1381 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

120 |
120

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 7.1

43% | - | - | -

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

43%
rgb-fomo-ad-5d6
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
1381 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

120 |
120

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 1.8

43% | - | - | -

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

42%
rgb-fomo-ad-1fe
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
891 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 1.8

42% | - | - | -

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

42%
rgb-fomo-ad-a09
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
891 kB of 16777216 kB
ROM
88 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 1.8

42% | - | - | -

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

40%
rgb-fomo-ad-b03
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
891 kB of 16777216 kB
ROM
88 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 11.1

40% | - | - | -

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

38%
rgb-fomo-ad-655
PERFORMANCE
LATENCY
13 ms of 100 ms
RAM
4 kB of 16777216 kB
ROM
39 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 1.8

38% | - | - | -

4/11/2024, 8:46:02 AM

38%
rgb-fomo-ad-c28
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
891 kB of 16777216 kB
ROM
58 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 2.8

38% | - | - | -

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

38%
rgb-fomo-ad-634
PERFORMANCE
LATENCY
18 ms of 100 ms
RAM
4 kB of 16777216 kB
ROM
39 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 11.1

38% | - | - | -

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

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