phil / skip_non_metal_7 Public

Target: Cortex-M4F 80MHz Clone this project

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skip_non_metal_7

Keyword spotting

About this project

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Data (1,389 samples)

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jazz_0091_18.wav.2lo3tt27

ID: 65017772

Label: non_metal

Sample length: 1s

34_7.wav.2lo4146l

ID: 65017487

Label: metal

Sample length: 1s

33 2_24.wav.2lo40qcs

ID: 65017531

Label: metal

Sample length: 1s

classical_0018_19.wav.2lo3sr9v

ID: 65018147

Label: non_metal

Sample length: 1s

metal_0005_9.wav.2lo41ump

ID: 65017369

Label: metal

Sample length: 1s

metal_0033_23.wav.2lo425vi

ID: 65017294

Label: metal

Sample length: 1s

blues_0094_29.wav.2lo3sq9m

ID: 65018164

Label: non_metal

Sample length: 1s

metal_0007_28.wav.2lo420n3

ID: 65017348

Label: metal

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

88.2%

Test set

85.1%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

48 ms.

Peak RAM usage

21.5K

Flash usage

34.5K

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On any device

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Dataset summary

Data collected

22m 43s

Sensor

audio @ 22.1KHz

Labels

metal, non_metal

Project info

Project ID	65438
Project version	1
License	No license attached
No. of views	113,103
No. of clones	16