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

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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)
67%
rgb-fomo-ad-29f
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

67%
rgb-fomo-ad-cd9
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

58%
rgb-fomo-ad-c34
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-aa4
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

50%
rgb-fomo-ad-168
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

43%
rgb-fomo-ad-677
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

43%
rgb-fomo-ad-3cb
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-69a
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-817
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

42%
rgb-fomo-ad-ed1
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

42%
rgb-fomo-ad-620
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

40%
rgb-fomo-ad-104
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-c03
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 | 2

38% | - | - | -

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

38%
rgb-fomo-ad-92c
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

38%
rgb-fomo-ad-5a4
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

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