Developer Relations / Thermostatic valve (FOMO-AD 96x96) - 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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Anomaly accuracy

F1-score

Precision

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Run #3 - FOMO-AD parameter search (Apr 11 2024, 08:36:55, finished) Run #2 - FOMO-AD parameter search (Apr 10 2024, 15:26:44, finished) Run #1 - FOMO-AD parameter search (Apr 10 2024, 15:21:11, finished)
85%
rgb-fomo-ad-24a
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

85% | - | - | -

4/10/2024, 3:34:09 PM

81%
rgb-fomo-ad-3bd
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 | 5.1

81% | - | - | -

4/10/2024, 3:33:51 PM

62%
rgb-fomo-ad-ea4
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 | 11.1

62% | - | - | -

4/10/2024, 3:42:37 PM

62%
rgb-fomo-ad-2dc
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

62% | - | - | -

4/10/2024, 3:39:45 PM

62%
rgb-fomo-ad-4fa
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 | 7.1

62% | - | - | -

4/10/2024, 3:36:22 PM

54%
rgb-fomo-ad-b81
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 | 5.1

54% | - | - | -

4/10/2024, 3:47:07 PM

54%
rgb-fomo-ad-251
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 | 7.1

54% | - | - | -

4/10/2024, 3:32:10 PM

54%
rgb-fomo-ad-8e3
PERFORMANCE
LATENCY
19 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

54% | - | - | -

4/10/2024, 3:33:23 PM

54%
rgb-fomo-ad-7e9
PERFORMANCE
LATENCY
4 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

54% | - | - | -

4/10/2024, 3:33:14 PM

46%
rgb-fomo-ad-47c
PERFORMANCE
LATENCY
9 ms of 100 ms
RAM
4755 kB of 16777216 kB
ROM
88 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 7.1

46% | - | - | -

4/10/2024, 3:46:44 PM

46%
rgb-fomo-ad-b53
PERFORMANCE
LATENCY
10 ms of 100 ms
RAM
4755 kB of 16777216 kB
ROM
88 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 11.1

46% | - | - | -

4/10/2024, 3:40:19 PM

38%
rgb-fomo-ad-efc
PERFORMANCE
LATENCY
19 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 | 7.1

38% | - | - | -

4/10/2024, 3:37:32 PM

38%
rgb-fomo-ad-e7b
PERFORMANCE
LATENCY
9 ms of 100 ms
RAM
4755 kB of 16777216 kB
ROM
88 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 5.1

38% | - | - | -

4/10/2024, 3:42:55 PM

38%
rgb-fomo-ad-2f6
PERFORMANCE
LATENCY
10 ms of 100 ms
RAM
4755 kB of 16777216 kB
ROM
88 kB of 134217728 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 7.1

38% | - | - | -

4/10/2024, 3:43:07 PM

38%
rgb-fomo-ad-c70
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 | 5.1

38% | - | - | -

4/10/2024, 3:38:57 PM

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