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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paper.4bfupgob.s2

ID: 509539259

Label: paper

Sample length: 1s

can.4avq99co.s1

ID: 509539557

Label: can

Sample length: 1s

can.4avqm2i3.s2

ID: 509539573

Label: can

Sample length: 1s

bottle.4bfdi6ii.s2

ID: 509539182

Label: bottle

Sample length: 1s

paper.4b0fjtdc.s1

ID: 509539461

Label: paper

Sample length: 1s

z_openset.4b1qnihl.s1

ID: 509539308

Label: z_openset

Sample length: 1s

pong.4b0e0284.s2

ID: 509539399

Label: pong

Sample length: 1s

pong.4b0dje58.s2

ID: 509539383

Label: pong

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

Clone project

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	31,291
No. of clones	51