Carlos / Anomaly Detection Public

Target: Cortex-M4F 80MHz 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 Detection

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 (547 samples)

View all

0450

ID: 143086984

Label: normal

Sample length: 1s

0338

ID: 143087201

Label: normal

Sample length: 1s

0189

ID: 143087158

Label: normal

Sample length: 1s

0318

ID: 143087257

Label: normal

Sample length: 1s

0208

ID: 143087287

Label: normal

Sample length: 1s

0000

ID: 143087180

Label: normal

Sample length: 1s

0349

ID: 143087308

Label: normal

Sample length: 1s

0053

ID: 143086942

Label: normal

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.9%

Test set

100.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1 ms.

Peak RAM usage

4.7K

Flash usage

29.4K

Run this model

On any device

Clone project

Dataset summary

Data collected

9m 7s

Sensors

accX, accY, accZ @ 200Hz

Labels

anomaly, normal

Project info

Project ID	145382
Project version	2
License	Apache 2.0
No. of views	27,982
No. of clones	8