Justin Lutz / darth-vader2 Public

Target: Cortex-M4F 80MHz Clone this project

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darth-vader2

Keyword spotting

About this project

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Data (553 samples)

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speak.39v948sd.s7

ID: 124671553

Label: speak

Sample length: 1s

speak.39v8rv9c.s10

ID: 124671657

Label: speak

Sample length: 1s

speak.39v8qdt3.s25

ID: 124671664

Label: speak

Sample length: 1s

speak.39v8qdt3.s16

ID: 124671674

Label: speak

Sample length: 1s

z_openset.39uibs0b.ingestion-666c74694d-l26bv.s4

ID: 124671805

Label: z_openset

Sample length: 1s

z_openset.39uhsfv3.ingestion-666c74694d-pcwf2.s7

ID: 124671845

Label: z_openset

Sample length: 1s

z_openset.39uidhds.ingestion-666c74694d-l26bv.s3

ID: 124671798

Label: z_openset

Sample length: 1s

speak.39v8tkvr.s9

ID: 124671622

Label: speak

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

94.3%

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

Latency

779 ms.

Peak RAM usage

3.8K

Flash usage

550.2K

Run this model

On any device

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Dataset summary

Data collected

9m 13s

Sensor

audio @ 16KHz

Labels

breathe, speak, z_openset

Project info

Project ID	128669
Project version	1
License	No license attached
No. of views	17,819
No. of clones	1