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

output000000164

ID: 140526912

Label: Background

Sample length: 3s

output000000833

ID: 140526497

Label: Background

Sample length: 3s

output000000111

ID: 140527185

Label: Background

Sample length: 3s

output000000252

ID: 140526973

Label: Background

Sample length: 3s

output000000678

ID: 140526388

Label: Background

Sample length: 3s

output000000390

ID: 140527070

Label: Background

Sample length: 3s

output000001008

ID: 140526619

Label: Background

Sample length: 3s

output000001041

ID: 140526646

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	95,686
No. of clones	109