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

output000000084

ID: 140527184

Label: Background

Sample length: 3s

output000001118

ID: 140526686

Label: Background

Sample length: 3s

output000000421

ID: 140527087

Label: Background

Sample length: 3s

output000000786

ID: 140526463

Label: Background

Sample length: 3s

output000000170

ID: 140526917

Label: Background

Sample length: 3s

output000000265

ID: 140526987

Label: Background

Sample length: 3s

output000000093

ID: 140526871

Label: Background

Sample length: 3s

output000000455

ID: 140527231

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

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	139844
Project version	1
License	Apache 2.0
No. of views	133,642
No. of clones	136