Carlos / YesNo Public

Target: Cortex-M4F 80MHz Clone this project

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YesNo

Keyword spotting

About this project

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Data (6,016 samples)

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no.d962e5ac_nohash_1

ID: 143091065

Label: no

Sample length: 1s

yes.54ad8f22_nohash_1

ID: 143090966

Label: yes

Sample length: 1s

unknown.1ba20be2_nohash_0

ID: 143089770

Label: unknown

Sample length: 1s

no.6f1ffef6_nohash_2

ID: 143091488

Label: no

Sample length: 1s

unknown.64df20d8_nohash_4

ID: 143089402

Label: unknown

Sample length: 1s

unknown.c245d3d7_nohash_1

ID: 143088970

Label: unknown

Sample length: 1s

unknown.4c6944d6_nohash_6

ID: 143089519

Label: unknown

Sample length: 1s

no.f568162b_nohash_1

ID: 143091575

Label: no

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

90.8%

Test set

85.2%

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

Latency

178 ms.

Peak RAM usage

16.8K

Flash usage

30.8K

Run this model

On any device

Clone project

Dataset summary

Data collected

1h 40m 16s

Sensor

audio @ 16KHz

Labels

no, noise, unknown, yes

Project info

Project ID	146769
Project version	1
License	Apache 2.0
No. of views	132,470
No. of clones	2