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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pong.4b0dnrnh.s2

ID: 509539391

Label: pong

Sample length: 1s

can.4avq3ose.s1

ID: 509539551

Label: can

Sample length: 1s

can.4avqj30i.s1

ID: 509539569

Label: can

Sample length: 1s

paper.4b0fgmcp.s2

ID: 509539454

Label: paper

Sample length: 1s

z_openset.4b1r00eh.s4

ID: 509539332

Label: z_openset

Sample length: 1s

z_openset.4bfv887b.s2

ID: 509539180

Label: z_openset

Sample length: 1s

bottle.4bfdvbek.s1

ID: 509539198

Label: bottle

Sample length: 1s

pong.4bfebqbt.s1

ID: 509539219

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	39,260
No. of clones	58