Alex / Grupo 7 - 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.

Grupo 7 - 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 (302 samples)

View all

anomaly.40un9424.ingestion-ff69cdbf8-2rsll

ID: 292893156

Label: anomaly

Sample length: 5s

on.40kd1r3r.ingestion-654c8ddcd7-ln5rj

ID: 292892871

Label: on

Sample length: 5s

on.40keiegd.ingestion-654c8ddcd7-98jk5

ID: 292892706

Label: on

Sample length: 5s

on.40ke1gsh.ingestion-654c8ddcd7-98jk5

ID: 292892786

Label: on

Sample length: 5s

off.40d8c58e.ingestion-6744684987-m5vzs

ID: 292893055

Label: off

Sample length: 5s

off.40d7sro8.ingestion-6744684987-dl8t6

ID: 292893059

Label: off

Sample length: 5s

anomaly.40un6f77.ingestion-ff69cdbf8-9hcc4

ID: 292893224

Label: anomaly

Sample length: 5s

anomaly.40unomlq.ingestion-ff69cdbf8-2rsll

ID: 292893151

Label: anomaly

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

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

Latency

8 ms.

Peak RAM usage

1.3K

Flash usage

14.8K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

25m 10s

Sensors

accX, accY, accZ, gyrX, gyrY, gyrZ, magX, magY, magZ @ 100Hz

Labels

anomaly, off, on

Project info

Project ID	217639
Project version	1
License	Apache 2.0
No. of views	7,570
No. of clones	0