Zalmotek / Illegal Logging Detection - Thingy:53 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.

Illegal Logging Detection - Thingy:53

Keyword spotting

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 (1,320 samples)

View all

output000000075

ID: 136511163

Label: Background

Sample length: 3s

output000000775

ID: 136510505

Label: Background

Sample length: 3s

output000000770

ID: 136510524

Label: Background

Sample length: 3s

output000000319

ID: 136510922

Label: Background

Sample length: 3s

output000000916

ID: 136510372

Label: Background

Sample length: 3s

output000000963

ID: 136510337

Label: Background

Sample length: 3s

output000000010

ID: 136511221

Label: Background

Sample length: 3s

output000000076

ID: 136511177

Label: Background

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

99.5%

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

Latency

263 ms.

Peak RAM usage

26.9K

Flash usage

28.9K

Run this model

On any device

Clone project

Dataset summary

Data collected

1h 6m 0s

Sensor

audio @ 44.1KHz

Labels

Background, EngineSounds

Project info

Project ID	138770
Project version	1
License	No license attached
No. of views	119,313
No. of clones	32