Dmitry / robot-control-english Public

Target: Raspberry Pi RP2040 (Cortex-M0+ 133MHz) Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

robot-control-english

Keyword spotting

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (990 samples)

View all

3589bc72_nohash_10

ID: 1176809983

Label: right

Sample length: 1s

616420be_nohash_1

ID: 1176810170

Label: backward

Sample length: 1s

ab46af55_nohash_3

ID: 1176810333

Label: forward

Sample length: 1s

5f8097e1_nohash_0

ID: 1176809829

Label: left

Sample length: 1s

8ea22de7_nohash_3

ID: 1176809699

Label: unknown

Sample length: 1s

a97c6445_nohash_2

ID: 1176809671

Label: unknown

Sample length: 1s

e71a9381_nohash_0

ID: 1176810412

Label: forward

Sample length: 1s

215699ff_nohash_2

ID: 1176809873

Label: left

Sample length: 1s

Model accuracy, Impulse #1 (Unoptimized (float32))

View 2 other experiments

Validation set

91.1%

Test set

78.3%

On-device performance (Raspberry Pi RP2040 (Cortex-M0+ 133MHz), Quantized (int8))

Latency

1236 ms.

Peak RAM usage

37.1K

Flash usage

120.1K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

22m 44s

Sensor

audio @ 16KHz

Labels

backward, forward, left, right, unknown

Project info

Project ID	500163
Project version	1
License	Apache 2.0
No. of views	159,530
No. of clones	22