Marconi Jiang / MarconiJiang-project-1 Public

Target: Cortex-M4F 80MHz Clone this project

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MarconiJiang-project-1

Audio

About this project

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Data (56 samples)

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forward.263bq1o2

ID: 29478264

Label: forward

Sample length: 1s

left.263g7cu4

ID: 29478203

Label: left

Sample length: 1s

forward.263bmd3m

ID: 29478270

Label: forward

Sample length: 1s

forward.test.263cdgf8

ID: 29478252

Label: forward

Sample length: 1s

left.263e94jq

ID: 29478224

Label: left

Sample length: 1s

right.test.263cgja3

ID: 29478249

Label: right

Sample length: 1s

forward.263e80gs

ID: 29478225

Label: forward

Sample length: 1s

left.test.263cfuru

ID: 29478250

Label: left

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

91.7%

Test set

72.5%

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

Latency

358 ms.

Peak RAM usage

17.1K

Flash usage

55.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

57s

Sensor

audio @ 16KHz

Labels

forward, left, right, stop

Project info

Project ID	31223
Project version	6
License	No license attached
No. of views	8,720
No. of clones	2