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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2-78651-A-44

ID: 143238195

Label: road

Sample length: 5s

4-152958-A-18

ID: 143238148

Label: bathroom

Sample length: 5s

1-28808-A-43

ID: 143238275

Label: road

Sample length: 5s

5-117118-A-42

ID: 143238085

Label: road

Sample length: 5s

4-218199-D-35

ID: 143237989

Label: home

Sample length: 5s

jackhammer-30206-7-0-35

ID: 143237834

Label: construction

Sample length: 4s

4-90014-B-42

ID: 143238211

Label: road

Sample length: 5s

1-53467-A-47

ID: 143238075

Label: airport

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

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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	34,184
No. of clones	35