ujjwalrathod007 / rgb-matrix Public

Target: Arduino Nicla Vision (Cortex-M7 480MHz) Clone this project

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rgb-matrix

Keyword spotting

About this project

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Data (365 samples)

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green_7.s7

ID: 2277789362

Label: green

Sample length: 1s

green_11.s2

ID: 2278159026

Label: green

Sample length: 1s

blue_3.s1

ID: 2277784971

Label: blue

Sample length: 1s

green_10.s1

ID: 2278159853

Label: green

Sample length: 1s

red_8.s4

ID: 2277785277

Label: red

Sample length: 1s

green_5.s11

ID: 2277826129

Label: green

Sample length: 801ms

blue_6.s6

ID: 2277871949

Label: blue

Sample length: 1s

red_12.s9

ID: 2278149944

Label: red

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.3%

Test set

On-device performance (Arduino Nicla Vision (Cortex-M7 480MHz), Quantized (int8))

Latency

49 ms.

Peak RAM usage

21.3K

Flash usage

30.8K

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Dataset summary

Data collected

6m 27s

Sensor

audio @ 22.1KHz

Labels

blue, green, random, red

Project info

Project ID	793647
License	3-Clause BSD
No. of views	5,940
No. of clones	0