Attila Tokes / Thingy53 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.

Thingy53

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 (40 samples)

View all

Nature.3fcicp7o

ID: 140694805

Label: Nature

Sample length: 5s

Nature.3fci9b7n

ID: 140694809

Label: Nature

Sample length: 5s

Traffic.3fcikgv0

ID: 140694801

Label: Traffic

Sample length: 5s

Silence.3fcj778o

ID: 140694791

Label: Silence

Sample length: 5s

Construction.3fcgoplk

ID: 140694817

Label: Construction

Sample length: 5s

Nature.3fcibft1

ID: 140694807

Label: Nature

Sample length: 5s

Nature.3fcibt3n

ID: 140694806

Label: Nature

Sample length: 5s

Traffic.3fcij603

ID: 140694803

Label: Traffic

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

96.6%

Test set

100.0%

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

Latency

224 ms.

Peak RAM usage

24.7K

Flash usage

32.2K

Run this model

On any device

Clone project

Dataset summary

Data collected

3m 20s

Sensor

audio @ 16KHz

Labels

Construction, Nature, Silence, Traffic

Project info

Project ID	146039
Project version	1
License	Apache 2.0
No. of views	26,369
No. of clones	27