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

side_side104

ID: 1202544267

Label: side_side

Sample length: 1s

forward_backward200

ID: 1202543885

Label: forward_backward

Sample length: 1s

side_side18

ID: 1202544435

Label: side_side

Sample length: 1s

forward_backward239

ID: 1202543971

Label: forward_backward

Sample length: 1s

forward_backward298

ID: 1202544101

Label: forward_backward

Sample length: 1s

forward_backward221

ID: 1202543933

Label: forward_backward

Sample length: 1s

vibration96

ID: 1202546071

Label: vibration

Sample length: 1s

up_down212

ID: 1202545121

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

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	22,502
No. of clones	2