Zalmotek / Detection of glass breaking of cars windshields, windows - 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.

Detection of glass breaking of cars windshields, windows - 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 (1,272 samples)

View all

output000000935

ID: 140526778

Label: Background

Sample length: 3s

output000001199

ID: 140526317

Label: Background

Sample length: 3s

output000000245

ID: 140526976

Label: Background

Sample length: 3s

output000000335

ID: 140527027

Label: Background

Sample length: 3s

output000000156

ID: 140526911

Label: Background

Sample length: 3s

output000000932

ID: 140526562

Label: Background

Sample length: 3s

output000001106

ID: 140526690

Label: Background

Sample length: 3s

output000000635

ID: 140526382

Label: Background

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

99.8%

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

On any device

Clone project

Dataset summary

Data collected

1h 3m 7s

Sensor

audio @ 44.1KHz

Labels

Background, Glass_Breaking

Project info

Project ID	139844
Project version	1
License	Apache 2.0
No. of views	119,140
No. of clones	126