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.idle.399o1qkc.ingestion-788b745d9d-2lh9s.s9.json.39a2fglc.ingestion-788b745d9d-7c5dx

ID: 124671709

Label: z_openset

Sample length: 1s

speak.39v8v1rq.s4

ID: 124671601

Label: speak

Sample length: 1s

z_openset.39ui7n8k.ingestion-666c74694d-l26bv.s9

ID: 124671832

Label: z_openset

Sample length: 1s

breathe.39ujb5uc.ingestion-666c74694d-pb2lz.s6

ID: 124671938

Label: breathe

Sample length: 1s

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

ID: 124671933

Label: breathe

Sample length: 1s

breathe.39uq2ka8.ingestion-666c74694d-pcwf2.s4

ID: 124671915

Label: breathe

Sample length: 1s

speak.39v8tkvr.s19

ID: 124671614

Label: speak

Sample length: 1s

breathe.399ntgue.ingestion-788b745d9d-2lh9s.s7.json.39a2fe4q.ingestion-788b745d9d-gdjck

ID: 124671879

Label: breathe

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	16,078
No. of clones	1