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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blue_11.s12

ID: 2278159915

Label: blue

Sample length: 770ms

red_7.s7

ID: 2277871903

Label: red

Sample length: 1s

red_10.s10

ID: 2278159873

Label: red

Sample length: 1s

blue_7.s6

ID: 2277865681

Label: blue

Sample length: 1s

red_7.s2

ID: 2277871897

Label: red

Sample length: 1s

green_2.s5

ID: 2277784244

Label: green

Sample length: 1s

red_5.s2

ID: 2277866623

Label: red

Sample length: 1s

green_8.s1

ID: 2277844096

Label: green

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

On any device

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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	1,554
No. of clones	0