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

output000000928

ID: 136510359

Label: Background

Sample length: 3s

output000000097

ID: 136511140

Label: Background

Sample length: 3s

output000000294

ID: 136510944

Label: Background

Sample length: 3s

output000000570

ID: 136510700

Label: Background

Sample length: 3s

output000000412

ID: 136510859

Label: Background

Sample length: 3s

output000000725

ID: 136510559

Label: Background

Sample length: 3s

output000000264

ID: 136510998

Label: Background

Sample length: 3s

output000001078

ID: 136510207

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	124,316
No. of clones	35