Datasets by Edge Impulse / Visual Anomaly Detection - Flat washers 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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General

Anomaly accuracy

F1-score

Precision

Recall

62%
rgb-fomo-ad-23f
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

62% | - | - | -

4/10/2024, 3:16:35 PM

62%
rgb-fomo-ad-318
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

62% | - | - | -

4/10/2024, 3:08:00 PM

57%
rgb-fomo-ad-6c3
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

57% | - | - | -

4/10/2024, 3:13:10 PM

57%
rgb-fomo-ad-5f2
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

57% | - | - | -

4/10/2024, 3:08:56 PM

54%
rgb-fomo-ad-0cc
PERFORMANCE
LATENCY
33 ms of 100 ms
RAM
1209 kB of 8388608 kB
ROM
70 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 5.1

54% | - | - | -

4/10/2024, 3:23:09 PM

54%
rgb-fomo-ad-34b
PERFORMANCE
LATENCY
34 ms of 100 ms
RAM
1209 kB of 8388608 kB
ROM
70 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 7.1

54% | - | - | -

4/10/2024, 3:23:14 PM

54%
rgb-fomo-ad-401
PERFORMANCE
LATENCY
16 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 | 5.1

54% | - | - | -

4/10/2024, 3:22:37 PM

54%
rgb-fomo-ad-fab
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 | 5.1

54% | - | - | -

4/10/2024, 3:16:55 PM

54%
rgb-fomo-ad-88c
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 | 5.1

54% | - | - | -

4/10/2024, 3:18:39 PM

54%
rgb-fomo-ad-efe
PERFORMANCE
LATENCY
31 ms of 100 ms
RAM
1209 kB of 8388608 kB
ROM
70 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 11.1

54% | - | - | -

4/10/2024, 3:18:58 PM

54%
rgb-fomo-ad-a8f
PERFORMANCE
LATENCY
6 ms of 100 ms
RAM
243 kB of 8388608 kB
ROM
70 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 11.1

54% | - | - | -

4/10/2024, 3:15:55 PM

54%
rgb-fomo-ad-769
PERFORMANCE
LATENCY
4 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

54% | - | - | -

4/10/2024, 3:12:09 PM

54%
rgb-fomo-ad-8fe
PERFORMANCE
LATENCY
87 ms of 100 ms
RAM
2437 kB of 8388608 kB
ROM
70 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 11.1

54% | - | - | -

4/10/2024, 3:19:27 PM

54%
rgb-fomo-ad-16e
PERFORMANCE
LATENCY
21 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

54% | - | - | -

4/10/2024, 3:18:26 PM

54%
rgb-fomo-ad-b54
PERFORMANCE
LATENCY
26 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

54% | - | - | -

4/10/2024, 3:13:18 PM

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