Brainchip / Anomaly Classification C++ Public

Target: BrainChip AKD1000 or AKD1500 Clone this project

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Anomaly Classification C++

BrainChip's Anomaly Classification Demo in C++

Accelerometer

About this project

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Data (1,500 samples)

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normal82

ID: 1202543615

Label: normal

Sample length: 1s

normal283

ID: 1202543467

Label: normal

Sample length: 1s

side_side141

ID: 1202544355

Label: side_side

Sample length: 1s

forward_backward49

ID: 1202544145

Label: forward_backward

Sample length: 1s

forward_backward68

ID: 1202544193

Label: forward_backward

Sample length: 1s

side_side255

ID: 1202544611

Label: side_side

Sample length: 1s

forward_backward168

ID: 1202543806

Label: forward_backward

Sample length: 1s

forward_backward233

ID: 1202543961

Label: forward_backward

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	25,623
No. of clones	2