Edge Impulse Experts / FOMO-AD Fabric Public
Target: Raspberry Pi 4 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

Raspberry Pi

Raspberry Pi 4

100 ms

8388608 kB

33554432 kB

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Anomaly accuracy

F1-score

Precision

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Run #3 - Raspberry Pi (May 10 2024, 12:04:04, finished) Run #2 (Apr 23 2024, 14:30:15, finished) Run #1 (Apr 23 2024, 13:32:39, finished)
82%
rgb-fomo-ad-52b
PERFORMANCE
LATENCY
22 ms of 100 ms
RAM
1205 kB of 8388608 kB
ROM
58 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 11.1

82% | - | - | -

5/10/2024, 12:24:29 PM

82%
rgb-fomo-ad-bae
PERFORMANCE
LATENCY
20 ms of 100 ms
RAM
1205 kB of 8388608 kB
ROM
58 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 11.1

82% | - | - | -

5/10/2024, 12:19:50 PM

82%
rgb-fomo-ad-171
PERFORMANCE
LATENCY
25 ms of 100 ms
RAM
1205 kB of 8388608 kB
ROM
58 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 5.1

82% | - | - | -

5/10/2024, 12:15:18 PM

82%
rgb-fomo-ad-7cb
PERFORMANCE
LATENCY
30 ms of 100 ms
RAM
1205 kB of 8388608 kB
ROM
58 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 5.1

82% | - | - | -

5/10/2024, 12:14:50 PM

82%
rgb-fomo-ad-2da
PERFORMANCE
LATENCY
23 ms of 100 ms
RAM
1205 kB of 8388608 kB
ROM
58 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 7.1

82% | - | - | -

5/10/2024, 12:10:20 PM

82%
rgb-fomo-ad-c33
PERFORMANCE
LATENCY
29 ms of 100 ms
RAM
1205 kB of 8388608 kB
ROM
58 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 7.1

82% | - | - | -

5/10/2024, 12:09:23 PM

81%
rgb-fomo-ad-467
PERFORMANCE
LATENCY
22 ms of 100 ms
RAM
1205 kB of 8388608 kB
ROM
58 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 11.1

81% | - | - | -

5/10/2024, 12:19:44 PM

79%
rgb-fomo-ad-85f
PERFORMANCE
LATENCY
14 ms of 100 ms
RAM
626 kB of 8388608 kB
ROM
58 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 7.1

79% | - | - | -

5/10/2024, 12:29:24 PM

79%
rgb-fomo-ad-ac7
PERFORMANCE
LATENCY
10 ms of 100 ms
RAM
626 kB of 8388608 kB
ROM
58 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 5.1

79% | - | - | -

5/10/2024, 12:15:30 PM

77%
rgb-fomo-ad-c37
PERFORMANCE
LATENCY
12 ms of 100 ms
RAM
626 kB of 8388608 kB
ROM
58 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 7.1

77% | - | - | -

5/10/2024, 12:28:50 PM

77%
rgb-fomo-ad-394
PERFORMANCE
LATENCY
15 ms of 100 ms
RAM
626 kB of 8388608 kB
ROM
58 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 5.1

77% | - | - | -

5/10/2024, 12:10:35 PM

77%
rgb-fomo-ad-7d2
PERFORMANCE
LATENCY
12 ms of 100 ms
RAM
626 kB of 8388608 kB
ROM
58 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 11.1

77% | - | - | -

5/10/2024, 12:10:24 PM

74%
rgb-fomo-ad-261
PERFORMANCE
LATENCY
9 ms of 100 ms
RAM
630 kB of 8388608 kB
ROM
70 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 7.1

74% | - | - | -

5/10/2024, 12:24:42 PM

74%
rgb-fomo-ad-f93
PERFORMANCE
LATENCY
17 ms of 100 ms
RAM
630 kB of 8388608 kB
ROM
70 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 11.1

74% | - | - | -

5/10/2024, 12:10:26 PM

73%
rgb-fomo-ad-c2d
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
239 kB of 8388608 kB
ROM
58 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 5.1

73% | - | - | -

5/10/2024, 12:14:12 PM

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