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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z_openset.399rnhov.ingestion-788b745d9d-7c5dx.s3.json.39a2fg4o.ingestion-788b745d9d-gdjck

ID: 124671735

Label: z_openset

Sample length: 1s

breathe.39uj56eh.ingestion-666c74694d-pcwf2.s6

ID: 124671972

Label: breathe

Sample length: 1s

z_openset.39ui7n8k.ingestion-666c74694d-l26bv.s4

ID: 124671831

Label: z_openset

Sample length: 1s

speak.39v8rv9c.s1

ID: 124671662

Label: speak

Sample length: 1s

breathe.39uj329i.ingestion-666c74694d-l26bv.s2

ID: 124671965

Label: breathe

Sample length: 1s

breathe.39uja2ig.ingestion-666c74694d-l26bv.s6

ID: 124671946

Label: breathe

Sample length: 1s

z_openset.399rid6f.ingestion-788b745d9d-7c5dx.s9.json.39a2fg26.ingestion-788b745d9d-7c5dx

ID: 124671738

Label: z_openset

Sample length: 1s

z_openset.39unn139.ingestion-666c74694d-pcwf2.s4

ID: 124671781

Label: z_openset

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	16,079
No. of clones	1