Ivan Arakistain / Desk lamp - Sound Occupancy Sensing Public

Target: Cortex-M4F 80MHz Clone this project

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Desk lamp - Sound Occupancy Sensing

Keyword spotting

About this project

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Data (41 samples)

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EmptyRoom.31icdk9m

ID: 1547217861

Label: EmptyRoom

Sample length: 10s

EmptyRoom.31id6ipd

ID: 1547217869

Label: EmptyRoom

Sample length: 10s

CrowdedRoom.31kdl9ek

ID: 1547217881

Label: CrowdedRoom

Sample length: 10s

EmptyRoom.31ida6d4

ID: 1547217870

Label: EmptyRoom

Sample length: 10s

CrowdedRoom.31keqq54

ID: 1547217891

Label: CrowdedRoom

Sample length: 10s

CrowdedRoom.31ke70jc

ID: 1547217888

Label: CrowdedRoom

Sample length: 10s

CrowdedRoom.31kd3tcf

ID: 1547217875

Label: CrowdedRoom

Sample length: 10s

CrowdedRoom.31kd5nov

ID: 1547217876

Label: CrowdedRoom

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

96.9%

Test set

97.9%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

175 ms.

Peak RAM usage

14.9K

Flash usage

35.0K

Run this model

On any device

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Dataset summary

Data collected

6m 50s

Sensor

audio @ 16KHz

Labels

CrowdedRoom, EmptyRoom

Project info

Project ID	592474
License	Apache 2.0
No. of views	1,321
No. of clones	0