Datasets by Edge Impulse / Visual Anomaly Detection - Thermostatic valves Public
Target: Nvidia Jetson Orin NX Clone this project
Experiments EON Tuner
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Target

FOMO-AD parameter search

Nvidia Jetson Orin NX

100 ms

16777216 kB

134217728 kB

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General

F1-score

Precision

Recall

67%
rgb-fomo-ad-6f3
Show logs
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

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

67%
rgb-fomo-ad-f28
Show logs
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

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

58%
rgb-fomo-ad-980
Show logs
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

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

50%
rgb-fomo-ad-e93
Show logs
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

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

50%
rgb-fomo-ad-ccb
Show logs
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

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

43%
rgb-fomo-ad-165
Show logs
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

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

43%
rgb-fomo-ad-38e
Show logs
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

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

43%
rgb-fomo-ad-790
Show logs
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

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

43%
rgb-fomo-ad-969
Show logs
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

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

42%
rgb-fomo-ad-6fb
Show logs
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

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

42%
rgb-fomo-ad-a32
Show logs
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

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

40%
rgb-fomo-ad-939
Show logs
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

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

38%
rgb-fomo-ad-224
Show logs
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

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

38%
rgb-fomo-ad-12b
Show logs
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

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

38%
rgb-fomo-ad-607
Show logs
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

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

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