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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CrowdedRoom.31kditd0

ID: 1547217880

Label: CrowdedRoom

Sample length: 10s

CrowdedRoom.31kcshsj

ID: 1547217872

Label: CrowdedRoom

Sample length: 10s

EmptyRoom.31icfc79

ID: 1547217862

Label: EmptyRoom

Sample length: 10s

EmptyRoom.31ico8f6

ID: 1547217867

Label: EmptyRoom

Sample length: 10s

CrowdedRoom.31kdgmun

ID: 1547217879

Label: CrowdedRoom

Sample length: 10s

CrowdedRoom.31keuk3k

ID: 1547217892

Label: CrowdedRoom

Sample length: 10s

EmptyRoom.31icmfad

ID: 1547217866

Label: EmptyRoom

Sample length: 10s

EmptyRoom.31id6ipd

ID: 1547217869

Label: EmptyRoom

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

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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	1,330
No. of clones	0