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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36_15.wav.2lo41jj3

ID: 65017429

Label: metal

Sample length: 1s

2433_10.wav.2lo41tub

ID: 65017379

Label: metal

Sample length: 1s

disco_0099_22.wav.2lo3tgvk

ID: 65017911

Label: non_metal

Sample length: 1s

metal_0002_6.wav.2lo41tbb

ID: 65017383

Label: metal

Sample length: 1s

metal_0048_7.wav.2lo42g77

ID: 65017176

Label: metal

Sample length: 1s

jazz_0013_12.wav.2lo3tomh

ID: 65017822

Label: non_metal

Sample length: 1s

33_23.wav.2lo41273

ID: 65017496

Label: metal

Sample length: 1s

reggae_0035_16.wav.2lo3u7id

ID: 65017654

Label: non_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	124,083
No. of clones	16