Samuel Alexander / AI Recycle Bin (NDP120) Public

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AI Recycle Bin (NDP120)

Keyword spotting

About this project

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Data (529 samples)

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bottle.4avstkp1.s2

ID: 509539513

Label: bottle

Sample length: 1s

paper.4b0eljt6.s2

ID: 509539415

Label: paper

Sample length: 1s

can.4avq2oc6.s1

ID: 509539550

Label: can

Sample length: 1s

pong.4bfedj9b.s2

ID: 509539222

Label: pong

Sample length: 1s

pong.4b0dg551.s2

ID: 509539379

Label: pong

Sample length: 1s

bottle.4avropt2.s2

ID: 509539497

Label: bottle

Sample length: 1s

can.4avq558j.s2

ID: 509539553

Label: can

Sample length: 1s

paper.4b0f26fd.s1

ID: 509539438

Label: paper

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

91.9%

Test set

94.2%

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

Latency

2 ms.

Peak RAM usage

16.7K

Flash usage

33.1K

Run this model

On any device

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Dataset summary

Data collected

8m 49s

Sensor

audio @ 16KHz

Labels

bottle, can, paper, pong, z_openset

Project info

Project ID	286429
Project version	1
License	Apache 2.0
No. of views	34,237
No. of clones	53