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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z_openset.4bfv36jl.s4

ID: 520691463

Label: z_openset

Sample length: 1s

pong.4b0cosmk.s1

ID: 520691650

Label: pong

Sample length: 1s

z_openset.4b1qlnn2.s6

ID: 520691598

Label: z_openset

Sample length: 1s

paper.4b0ej1bq.s2

ID: 520691709

Label: paper

Sample length: 1s

can.4avqdm1b.s1

ID: 520691861

Label: can

Sample length: 1s

bottle.4avrk5h1.s2

ID: 520691788

Label: bottle

Sample length: 1s

z_openset.4bfv887b.s2

ID: 520691479

Label: z_openset

Sample length: 1s

z_openset.4b1qr5nc.s1

ID: 520691622

Label: z_openset

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

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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	37,929
No. of clones	48