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.31icj153

ID: 1547217864

Label: EmptyRoom

Sample length: 10s

EmptyRoom.31icq043

ID: 1547217868

Label: EmptyRoom

Sample length: 10s

EmptyRoom.31icfc79

ID: 1547217862

Label: EmptyRoom

Sample length: 10s

CrowdedRoom.31kdsc07

ID: 1547217884

Label: CrowdedRoom

Sample length: 10s

EmptyRoom.31ich90n

ID: 1547217863

Label: EmptyRoom

Sample length: 10s

CrowdedRoom.31kd3tcf

ID: 1547217875

Label: CrowdedRoom

Sample length: 10s

CrowdedRoom.31kdure3

ID: 1547217885

Label: CrowdedRoom

Sample length: 10s

CrowdedRoom.31kcqq70

ID: 1547217871

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	955
No. of clones	0