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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anomaly.3gcuk0l2.s11

ID: 143237955

Label: anomaly

Sample length: 5s

jackhammer-30206-7-0-32

ID: 143237835

Label: construction

Sample length: 4s

4-218199-B-35

ID: 143238003

Label: home

Sample length: 5s

jackhammer-22883-7-110-1

ID: 143237867

Label: construction

Sample length: 4s

3-51909-A-42

ID: 143238223

Label: road

Sample length: 5s

1-30214-A-18

ID: 143238167

Label: bathroom

Sample length: 5s

1-172649-D-40

ID: 143238297

Label: airport

Sample length: 5s

2-82071-A-27

ID: 143238117

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

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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	47,159
No. of clones	37