Brainchip / Anomaly Detection C++ Public

Target: BrainChip AKD1000 or AKD1500 Clone this project

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Anomaly Detection C++

BrainChip's Anomaly Detection Demo in C++

Accelerometer

About this project

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Data (1,500 samples)

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normal196

ID: 1202543271

Label: normal

Sample length: 1s

vibration273

ID: 1202545858

Label: vibration

Sample length: 1s

side_side15

ID: 1202544365

Label: side_side

Sample length: 1s

up_down130

ID: 1202544938

Label: up_down

Sample length: 1s

side_side232

ID: 1202544561

Label: side_side

Sample length: 1s

normal290

ID: 1202543477

Label: normal

Sample length: 1s

vibration45

ID: 1202545957

Label: vibration

Sample length: 1s

normal179

ID: 1202543235

Label: normal

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

On-device performance (BrainChip AKD1000 or AKD1500, Quantized (int8))

Latency

Flash usage

2.9K

Run this model

On any device

Clone project

Dataset summary

Data collected

25m 0s

Sensors

accX, accY, accZ @ 100Hz

Labels

forward_backward, normal, side_side, up_down, vibration

Project info

Project ID	508399
License	3-Clause BSD
No. of views	7,336
No. of clones	0