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 (307 samples)

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rgb.s1

ID: 2277762434

Label: red

Sample length: 519ms

blue_11.s12

ID: 2278159915

Label: blue

Sample length: 770ms

green_9.s2

ID: 2277785326

Label: green

Sample length: 999ms

blue_8.s7

ID: 2277865631

Label: blue

Sample length: 1s

green_7.s1

ID: 2277789356

Label: green

Sample length: 961ms

green_9.s8

ID: 2277785333

Label: green

Sample length: 1s

green_10.s5

ID: 2278159857

Label: green

Sample length: 1s

red_10.s4

ID: 2278159867

Label: red

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

94.3%

Test set

100.0%

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 4s

Sensor

audio @ 22.1KHz

Labels

blue, green, red

Project info

Project ID	793647
License	3-Clause BSD
No. of views	2,251
No. of clones	0