Brainchip / Anomaly Classification C++ Public

Target: BrainChip AKD1000 or AKD1500 Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Anomaly Classification C++

BrainChip's Anomaly Classification Demo in C++

Accelerometer

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (1,500 samples)

View all

up_down60

ID: 1202545387

Label: up_down

Sample length: 1s

forward_backward288

ID: 1202544083

Label: forward_backward

Sample length: 1s

forward_backward210

ID: 1202543911

Label: forward_backward

Sample length: 1s

up_down12

ID: 1202544912

Label: up_down

Sample length: 1s

up_down242

ID: 1202545187

Label: up_down

Sample length: 1s

up_down218

ID: 1202545133

Label: up_down

Sample length: 1s

vibration23

ID: 1202545763

Label: vibration

Sample length: 1s

forward_backward52

ID: 1202544157

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

Scan QR code or launch in browser

Launch in browser

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	78,918
No. of clones	4