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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2-73544-A-27

ID: 143238138

Label: bathroom

Sample length: 5s

4-186938-A-44

ID: 143238180

Label: road

Sample length: 5s

3-182710-A-35

ID: 143238005

Label: home

Sample length: 5s

jackhammer-30206-7-0-31

ID: 143237836

Label: construction

Sample length: 4s

3-159346-A-36

ID: 143238042

Label: home

Sample length: 5s

jackhammer-22883-7-63-0

ID: 143237901

Label: construction

Sample length: 2s

1-172649-D-40

ID: 143238297

Label: airport

Sample length: 5s

jackhammer-22883-7-10-0

ID: 143237921

Label: construction

Sample length: 2s

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	34,799
No. of clones	35