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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31ac8b88_nohash_0

ID: 1176810080

Label: right

Sample length: 810ms

e0c782d5_nohash_0

ID: 1176810158

Label: backward

Sample length: 1s

de89e2ca_nohash_4

ID: 1176810255

Label: backward

Sample length: 1s

3c257192_nohash_1

ID: 1176809974

Label: right

Sample length: 1s

3b3d2f59_nohash_5

ID: 1176810214

Label: backward

Sample length: 1s

102192fd_nohash_0

ID: 1176810021

Label: right

Sample length: 1s

0137b3f4_nohash_1

ID: 1176810063

Label: right

Sample length: 1s

676f8138_nohash_0

ID: 1176810354

Label: forward

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

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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	114,598
No. of clones	20