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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hiphop_0009_14.wav.2lo3thcf

ID: 65017903

Label: non_metal

Sample length: 1s

hiphop_0039_0.wav.2lo3tkjd

ID: 65017876

Label: non_metal

Sample length: 1s

country_0024_18.wav.2lo3t282

ID: 65018063

Label: non_metal

Sample length: 1s

hiphop_0044_12.wav.2lo3tkl2

ID: 65017869

Label: non_metal

Sample length: 1s

33 2_1.wav.2lo40lv2

ID: 65017547

Label: metal

Sample length: 1s

34_25.wav.2lo417sc

ID: 65017472

Label: metal

Sample length: 1s

reggae_0000_20.wav.2lo3u4d3

ID: 65017692

Label: non_metal

Sample length: 1s

metal_0031_23.wav.2lo4257f

ID: 65017297

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

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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	107,742
No. of clones	16