Edge Impulse Experts / Location Identification v7 Public

Target: Raspberry Pi RP2040 (Cortex-M0+ 133MHz) 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.

Location Identification v7

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 (530 samples)

View all

4-172733-A-36

ID: 143237982

Label: home

Sample length: 5s

jackhammer-30206-7-0-36

ID: 143237832

Label: construction

Sample length: 4s

5-238021-A-35

ID: 143237988

Label: home

Sample length: 5s

2-128465-B-43

ID: 143238266

Label: road

Sample length: 5s

jackhammer-22883-7-17-5

ID: 143237910

Label: construction

Sample length: 4s

4-119720-A-18

ID: 143238100

Label: bathroom

Sample length: 5s

3-153057-A-43

ID: 143238259

Label: road

Sample length: 5s

1-24076-A-43

ID: 143238081

Label: road

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

93.1%

Test set

89.1%

On-device performance (Raspberry Pi RP2040 (Cortex-M0+ 133MHz), Quantized (int8))

Latency

723 ms.

Peak RAM usage

3.9K

Flash usage

550.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

41m 52s

Sensor

audio @ 44.1KHz

Labels

airport, anomaly, bathroom, construction, home, road

Project info

Project ID	150467
Project version	1
License	Apache 2.0
No. of views	31,994
No. of clones	32