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

output000000058

ID: 136511188

Label: Background

Sample length: 3s

output000000390

ID: 136510871

Label: Background

Sample length: 3s

output000000519

ID: 136510746

Label: Background

Sample length: 3s

output000000595

ID: 136510680

Label: Background

Sample length: 3s

output000000007

ID: 136511234

Label: Background

Sample length: 3s

output000000802

ID: 136510488

Label: Background

Sample length: 3s

output000001104

ID: 136510172

Label: Background

Sample length: 3s

output000000108

ID: 136511128

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	119,318
No. of clones	32