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

Traffic.3fcikub3

ID: 140694800

Label: Traffic

Sample length: 5s

Traffic.3fcikgv0

ID: 140694801

Label: Traffic

Sample length: 5s

Traffic.3fcik369

ID: 140694802

Label: Traffic

Sample length: 5s

Traffic.3fcindr0

ID: 140694797

Label: Traffic

Sample length: 5s

Silence.3fcj4pn9

ID: 140694793

Label: Silence

Sample length: 5s

Silence.3fcj6r0f

ID: 140694788

Label: Silence

Sample length: 5s

Nature.3fcibft1

ID: 140694807

Label: Nature

Sample length: 5s

Construction.3fcguj95

ID: 140694813

Label: Construction

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	25,941
No. of clones	26