Datasets by Edge Impulse / Visual Anomaly Detection - DHT11 Public
Target: Cortex-M7 216MHz Clone this project
Experiments EON Tuner
The EON Tuner helps you find the most optimal architecture for your embedded machine-learning application. Clone this project to use the EON Tuner.

Target

FOMO-AD parameter search

Cortex-M7 216MHz

100 ms

340 kB

1024 kB

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F1-score

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Recall

60%
rgb-fomo-ad-00d
Show logs
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

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

60%
rgb-fomo-ad-dd9
Show logs
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

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

60%
rgb-fomo-ad-05c
Show logs
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

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

60%
rgb-fomo-ad-8ab
Show logs
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

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

60%
rgb-fomo-ad-5dd
Show logs
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

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

60%
rgb-fomo-ad-9d3
Show logs
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

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

60%
rgb-fomo-ad-991
Show logs
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

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

60%
rgb-fomo-ad-54c
Show logs
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

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

60%
rgb-fomo-ad-3a8
Show logs
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

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

60%
rgb-fomo-ad-252
Show logs
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

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

60%
rgb-fomo-ad-70a
Show logs
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

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

60%
rgb-fomo-ad-fbe
Show logs
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

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

60%
rgb-fomo-ad-ef0
Show logs
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

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

60%
rgb-fomo-ad-1d5
Show logs
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

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

60%
rgb-fomo-ad-db7
Show logs
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

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

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