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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blue_7.s11

ID: 2277865686

Label: blue

Sample length: 1s

blue_6.s4

ID: 2277871947

Label: blue

Sample length: 709ms

red_7.s11

ID: 2277871907

Label: red

Sample length: 1s

blue_3.s10

ID: 2277784980

Label: blue

Sample length: 1s

unknown.6sgbsi3h.s3

ID: 2994515352

Label: random

Sample length: 1s

red_2.s5

ID: 2277779436

Label: red

Sample length: 583ms

blue_8.s7

ID: 2277865631

Label: blue

Sample length: 1s

green_4.s7

ID: 2277785413

Label: green

Sample length: 876ms

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

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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	8,343
No. of clones	0