Edge Impulse Inc. / Glass breaking 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.

Glass breaking

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 (1,272 samples)

View all

output000000490

ID: 289636912

Label: Background

Sample length: 3s

output000000004

ID: 289636534

Label: Background

Sample length: 3s

output000000288

ID: 289636755

Label: Background

Sample length: 3s

output000000798

ID: 289636158

Label: Background

Sample length: 3s

output000001052

ID: 289636356

Label: Background

Sample length: 3s

output000000539

ID: 289636941

Label: Background

Sample length: 3s

output000001035

ID: 289636349

Label: Background

Sample length: 3s

output000000449

ID: 289636887

Label: Background

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

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

Latency

201 ms.

Peak RAM usage

24.7K

Flash usage

28.9K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

1h 3m 7s

Sensor

audio @ 44.1KHz

Labels

Background, Glass_Breaking

Project info

Project ID	233502
Project version	1
License	BSD 3-Clause Clear
No. of views	178,299
No. of clones	79