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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green_9.s9

ID: 2277785334

Label: green

Sample length: 1s

red_1.s2

ID: 2277762878

Label: green

Sample length: 882ms

blue_7.s11

ID: 2277865686

Label: blue

Sample length: 1s

green_4.s8

ID: 2277785414

Label: green

Sample length: 953ms

blue_3.s2

ID: 2277784972

Label: blue

Sample length: 1s

red_5.s5

ID: 2277866626

Label: red

Sample length: 999ms

unknown.696lq5do

ID: 2349953106

Label: red

Sample length: 1s

red_3.s3

ID: 2277856798

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

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	3,444
No. of clones	0