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

No name set

Raspberry Pi 4

100 ms

8388608 kB

33554432 kB

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Anomaly accuracy

F1-score

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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-e61
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% | - | - | -

4/23/2024, 1:47:12 PM

82%
rgb-fomo-ad-b2f
PERFORMANCE
LATENCY
14 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% | - | - | -

4/23/2024, 1:41:26 PM

82%
rgb-fomo-ad-c9c
PERFORMANCE
LATENCY
27 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% | - | - | -

4/23/2024, 1:41:13 PM

79%
rgb-fomo-ad-63c
PERFORMANCE
LATENCY
9 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

79% | - | - | -

4/23/2024, 2:02:15 PM

79%
rgb-fomo-ad-fc1
PERFORMANCE
LATENCY
11 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% | - | - | -

4/23/2024, 1:44:08 PM

79%
rgb-fomo-ad-9a4
PERFORMANCE
LATENCY
13 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% | - | - | -

4/23/2024, 1:38:56 PM

77%
rgb-fomo-ad-b16
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% | - | - | -

4/23/2024, 1:55:28 PM

77%
rgb-fomo-ad-eaf
PERFORMANCE
LATENCY
8 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% | - | - | -

4/23/2024, 1:39:08 PM

77%
rgb-fomo-ad-1e5
PERFORMANCE
LATENCY
13 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% | - | - | -

4/23/2024, 1:38:50 PM

73%
rgb-fomo-ad-86d
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 | 11.1

73% | - | - | -

4/23/2024, 2:12:08 PM

73%
rgb-fomo-ad-8d1
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 | 7.1

73% | - | - | -

4/23/2024, 2:02:17 PM

73%
rgb-fomo-ad-5b8
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% | - | - | -

4/23/2024, 1:43:47 PM

71%
rgb-fomo-ad-fe8
PERFORMANCE
LATENCY
13 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

71% | - | - | -

4/23/2024, 2:01:01 PM

71%
rgb-fomo-ad-8dd
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 | 11.1

71% | - | - | -

4/23/2024, 1:50:43 PM

71%
rgb-fomo-ad-3d2
PERFORMANCE
LATENCY
18 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

71% | - | - | -

4/23/2024, 1:44:48 PM

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