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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metal_0002_20.wav.2lo41uf6

ID: 65017377

Label: metal

Sample length: 1s

blues_0024_10.wav.2lo3sl42

ID: 65018217

Label: non_metal

Sample length: 1s

blues_0085_11.wav.2lo3spg8

ID: 65018172

Label: non_metal

Sample length: 1s

classical_0042_25.wav.2lo3st0n

ID: 65018133

Label: non_metal

Sample length: 1s

metal_0048_1.wav.2lo42fn4

ID: 65017183

Label: metal

Sample length: 1s

country_0005_24.wav.2lo3t0hi

ID: 65018086

Label: non_metal

Sample length: 1s

34_15.wav.2lo416s5

ID: 65017479

Label: metal

Sample length: 1s

country_0078_7.wav.2lo3t5bu

ID: 65018037

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	127,292
No. of clones	16