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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up_down241

ID: 1202545185

Label: up_down

Sample length: 1s

vibration172

ID: 1202545637

Label: vibration

Sample length: 1s

side_side140

ID: 1202544353

Label: side_side

Sample length: 1s

forward_backward130

ID: 1202543710

Label: forward_backward

Sample length: 1s

normal145

ID: 1202543161

Label: normal

Sample length: 1s

side_side82

ID: 1202544825

Label: side_side

Sample length: 1s

forward_backward228

ID: 1202543943

Label: forward_backward

Sample length: 1s

up_down290

ID: 1202545295

Label: up_down

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

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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	70,947
No. of clones	3