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

jackhammer-22883-7-64-0

ID: 143237904

Label: construction

Sample length: 837ms

3-128160-A-44

ID: 143238191

Label: road

Sample length: 5s

2-86160-A-27

ID: 143238115

Label: bathroom

Sample length: 5s

2-102567-D-35

ID: 143238017

Label: home

Sample length: 5s

4-172500-B-27

ID: 143238127

Label: bathroom

Sample length: 5s

3-93010-A-18

ID: 143238103

Label: bathroom

Sample length: 5s

jackhammer-31884-7-1-4

ID: 143237820

Label: construction

Sample length: 4s

2-73544-A-27

ID: 143238138

Label: bathroom

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	41,594
No. of clones	37