Dmitry / robot-control-english Public

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

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robot-control-english

Keyword spotting

About this project

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Data (990 samples)

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750e3e75_nohash_0

ID: 1176809988

Label: right

Sample length: 1s

821b64cc_nohash_3

ID: 1176810328

Label: forward

Sample length: 1s

39a12648_nohash_0

ID: 1176809748

Label: unknown

Sample length: 1s

b2c1ad13_nohash_0

ID: 1176809815

Label: unknown

Sample length: 896ms

779de043_nohash_2

ID: 1176810409

Label: forward

Sample length: 1s

460209ac_nohash_0

ID: 1176810261

Label: backward

Sample length: 1s

dae01802_nohash_1

ID: 1176810440

Label: forward

Sample length: 1s

a16013b7_nohash_0

ID: 1176810180

Label: backward

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

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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	129,139
No. of clones	20