ujjwalrathod007 / rgb-matrix Public

Target: Espressif ESP-EYE (ESP32 240MHz) 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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red_3.s8

ID: 2277856879

Label: red

Sample length: 1s

red_7.s4

ID: 2277871899

Label: red

Sample length: 1s

unknown.6sgcih3e.s3

ID: 2994517714

Label: random

Sample length: 1s

unknown.6sgcaph9.s5

ID: 2994517188

Label: random

Sample length: 1s

green_9.s9

ID: 2277785334

Label: green

Sample length: 1s

blue_6.s1

ID: 2277871944

Label: blue

Sample length: 1s

red_5.s8

ID: 2277866629

Label: red

Sample length: 827ms

unknown.6sgc8h05.s4

ID: 2994516937

Label: random

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.3%

Test set

On-device performance (Espressif ESP-EYE (ESP32 240MHz), Quantized (int8))

Latency

940 ms.

Peak RAM usage

21.3K

Flash usage

30.8K

Run this model

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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	6,837
No. of clones	0