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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33_9.wav.2lo40uhf

ID: 65017518

Label: metal

Sample length: 1s

metal_0048_15.wav.2lo42gm2

ID: 65017174

Label: metal

Sample length: 1s

reggae_0069_27.wav.2lo3ua24

ID: 65017634

Label: non_metal

Sample length: 1s

disco_0014_26.wav.2lo3t8sl

ID: 65018003

Label: non_metal

Sample length: 1s

disco_0049_9.wav.2lo3tbeq

ID: 65017970

Label: non_metal

Sample length: 1s

35_26.wav.2lo41fqq

ID: 65017447

Label: metal

Sample length: 1s

jazz_0047_20.wav.2lo3tqh3

ID: 65017803

Label: non_metal

Sample length: 1s

metal_0045_23.wav.2lo42a1d

ID: 65017246

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

Run this model

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	114,696
No. of clones	16