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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unknown.6sgbva3h.s3

ID: 2994515756

Label: random

Sample length: 1s

red_5.s2

ID: 2277866623

Label: red

Sample length: 1s

blue_3.s11

ID: 2277784981

Label: blue

Sample length: 1s

green_1.s6

ID: 2277759769

Label: red

Sample length: 1s

green_10.s9

ID: 2278159861

Label: green

Sample length: 1s

green_12.s3

ID: 2278159922

Label: green

Sample length: 1s

green_4.s9

ID: 2277785415

Label: green

Sample length: 879ms

green_7.s9

ID: 2277789364

Label: green

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	4,845
No. of clones	0