Edge Impulse Experts / Location Identification v7 Public

Target: Raspberry Pi RP2040 (Cortex-M0+ 133MHz) Clone this project

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Location Identification v7

Keyword spotting

About this project

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Data (530 samples)

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5-147297-A-27

ID: 143238124

Label: bathroom

Sample length: 5s

1-21896-A-35

ID: 143238021

Label: home

Sample length: 5s

2-106014-A-44

ID: 143238187

Label: road

Sample length: 5s

anomaly.3gcuk0l2.s15

ID: 143237947

Label: anomaly

Sample length: 5s

3-143562-A-47

ID: 143238071

Label: airport

Sample length: 5s

1-31482-B-42

ID: 143238232

Label: road

Sample length: 5s

4-186935-A-44

ID: 143238182

Label: road

Sample length: 5s

jackhammer-30206-7-0-11

ID: 143237857

Label: construction

Sample length: 4s

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

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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	37,056
No. of clones	35