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

vibration247

ID: 1202545803

Label: vibration

Sample length: 1s

up_down188

ID: 1202545067

Label: up_down

Sample length: 1s

up_down267

ID: 1202545241

Label: up_down

Sample length: 1s

side_side277

ID: 1202544657

Label: side_side

Sample length: 1s

vibration116

ID: 1202545517

Label: vibration

Sample length: 1s

up_down245

ID: 1202545197

Label: up_down

Sample length: 1s

vibration207

ID: 1202545717

Label: vibration

Sample length: 1s

forward_backward168

ID: 1202543806

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	72,626
No. of clones	3