Samuel Alexander / AI Recycle Bin (Xiao) Public

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AI Recycle Bin (Xiao)

Keyword spotting

About this project

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Data (529 samples)

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can.4avq0gso.s2

ID: 520691846

Label: can

Sample length: 1s

bottle.4avsdjfg.s2

ID: 520691810

Label: bottle

Sample length: 1s

can.4avq558j.s2

ID: 520691851

Label: can

Sample length: 1s

bottle.4avt579k.s1

ID: 520691819

Label: bottle

Sample length: 1s

z_openset.4b1qg6oa.s3

ID: 520691583

Label: z_openset

Sample length: 1s

can.4avqagc4.s2

ID: 520691856

Label: can

Sample length: 1s

z_openset.4b1qsuaa.s2

ID: 520691629

Label: z_openset

Sample length: 1s

can.4bfepmsk.s1

ID: 520691531

Label: can

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

94.2%

Test set

96.1%

On-device performance (Cortex-M7 216MHz, Quantized (int8))

Latency

105 ms.

Peak RAM usage

39.4K

Flash usage

39.1K

Run this model

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Dataset summary

Data collected

8m 49s

Sensor

audio @ 16KHz

Labels

bottle, can, paper, pong, z_openset

Project info

Project ID	289422
Project version	1
License	Apache 2.0
No. of views	32,958
No. of clones	47