Abhinav Krishna N / gargoyle-keywords Public

Target: Arduino UNO Q (Qualcomm QRB2210) Clone this project

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gargoyle-keywords

Keyword spotting

About this project

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Data (1,039 samples)

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mirror.mswc119

ID: 3201941111

Label: mirror

Sample length: 1s

unknown.sc131

ID: 3201948128

Label: unknown

Sample length: 1s

scarecrow.mswc39

ID: 3201944092

Label: scarecrow

Sample length: 1s

spider.mswc78

ID: 3201947273

Label: spider

Sample length: 1s

scarecrow.mswc9

ID: 3201944301

Label: scarecrow

Sample length: 1s

unknown.sc175

ID: 3201948355

Label: unknown

Sample length: 1s

noise.fsd45

ID: 3201942806

Label: noise

Sample length: 1s

candle.mswc84

ID: 3201940802

Label: candle

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

85.0%

Test set

80.2%

On-device performance (Arduino UNO Q (Qualcomm QRB2210), Unoptimized (float32))

Latency

1 ms.

Flash usage

37.3K

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Dataset summary

Data collected

17m 19s

Sensor

audio @ 16KHz

Labels

candle, mirror, noise, pumpkin, scarecrow and 3 others

Project info

Project ID	1153006
License	3-Clause BSD
No. of views	679
No. of clones	0