Datasets by Edge Impulse / Visual Anomaly Detection - DHT11 Public
Target: Cortex-M7 216MHz 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

Cortex-M7 216MHz

100 ms

340 kB

1024 kB

Filters

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DSP type

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General

Anomaly accuracy

F1-score

Precision

Recall

60%
rgb-fomo-ad-411
PERFORMANCE
LATENCY
145 ms of 100 ms
Exceeds target by 45 ms
RAM
1209 kB of 340 kB
Exceeds target by 869 kB
ROM
70 kB of 1024 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 7.1

60% | - | - | -

4/10/2024, 1:53:06 PM

60%
rgb-fomo-ad-1c5
PERFORMANCE
LATENCY
138 ms of 100 ms
Exceeds target by 38 ms
RAM
1205 kB of 340 kB
Exceeds target by 865 kB
ROM
58 kB of 1024 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 5.1

60% | - | - | -

4/10/2024, 1:47:06 PM

60%
rgb-fomo-ad-1b5
PERFORMANCE
LATENCY
136 ms of 100 ms
Exceeds target by 36 ms
RAM
630 kB of 340 kB
Exceeds target by 290 kB
ROM
70 kB of 1024 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 11.1

60% | - | - | -

4/10/2024, 1:42:36 PM

60%
rgb-fomo-ad-691
PERFORMANCE
LATENCY
158 ms of 100 ms
Exceeds target by 58 ms
RAM
1209 kB of 340 kB
Exceeds target by 869 kB
ROM
70 kB of 1024 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 5.1

60% | - | - | -

4/10/2024, 1:46:03 PM

60%
rgb-fomo-ad-a7d
PERFORMANCE
LATENCY
226 ms of 100 ms
Exceeds target by 126 ms
RAM
1209 kB of 340 kB
Exceeds target by 869 kB
ROM
70 kB of 1024 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 7.1

60% | - | - | -

4/10/2024, 1:41:19 PM

60%
rgb-fomo-ad-adc
PERFORMANCE
LATENCY
142 ms of 100 ms
Exceeds target by 42 ms
RAM
630 kB of 340 kB
Exceeds target by 290 kB
ROM
70 kB of 1024 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 5.1

60% | - | - | -

4/10/2024, 1:38:02 PM

60%
rgb-fomo-ad-24a
PERFORMANCE
LATENCY
80 ms of 100 ms
RAM
626 kB of 340 kB
Exceeds target by 286 kB
ROM
58 kB of 1024 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 5.1

60% | - | - | -

4/10/2024, 1:37:03 PM

60%
rgb-fomo-ad-998
PERFORMANCE
LATENCY
193 ms of 100 ms
Exceeds target by 93 ms
RAM
1205 kB of 340 kB
Exceeds target by 865 kB
ROM
58 kB of 1024 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 5.1

60% | - | - | -

4/10/2024, 1:41:29 PM

60%
rgb-fomo-ad-9d0
PERFORMANCE
LATENCY
210 ms of 100 ms
Exceeds target by 110 ms
RAM
1209 kB of 340 kB
Exceeds target by 869 kB
ROM
70 kB of 1024 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 11.1

60% | - | - | -

4/10/2024, 1:37:01 PM

60%
rgb-fomo-ad-4e1
PERFORMANCE
LATENCY
45 ms of 100 ms
RAM
243 kB of 340 kB
ROM
70 kB of 1024 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 11.1

60% | - | - | -

4/10/2024, 1:31:50 PM

60%
rgb-fomo-ad-06c
PERFORMANCE
LATENCY
30 ms of 100 ms
RAM
239 kB of 340 kB
ROM
58 kB of 1024 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 5.1

60% | - | - | -

4/10/2024, 1:31:51 PM

60%
rgb-fomo-ad-0e2
PERFORMANCE
LATENCY
107 ms of 100 ms
Exceeds target by 7 ms
RAM
630 kB of 340 kB
Exceeds target by 290 kB
ROM
70 kB of 1024 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 7.1

60% | - | - | -

4/10/2024, 1:32:45 PM

60%
rgb-fomo-ad-ed7
PERFORMANCE
LATENCY
166 ms of 100 ms
Exceeds target by 66 ms
RAM
1205 kB of 340 kB
Exceeds target by 865 kB
ROM
58 kB of 1024 kB
DSP NN Unused
IMAGE INPUT

224 |
224

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.1 | 7.1

60% | - | - | -

4/10/2024, 1:35:58 PM

60%
rgb-fomo-ad-2d4
PERFORMANCE
LATENCY
108 ms of 100 ms
Exceeds target by 8 ms
RAM
630 kB of 340 kB
Exceeds target by 290 kB
ROM
70 kB of 1024 kB
DSP NN Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 11.1

60% | - | - | -

4/10/2024, 1:27:42 PM

60%
rgb-fomo-ad-2db
PERFORMANCE
LATENCY
28 ms of 100 ms
RAM
243 kB of 340 kB
ROM
70 kB of 1024 kB
DSP NN Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

FOMO-AD (IMAGES)
MobileNetV2 0.35 | 11.1

60% | - | - | -

4/10/2024, 1:26:32 PM

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