ujjwalrathod007 / rgb-matrix Public

Target: Espressif ESP-EYE (ESP32 240MHz) Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

rgb-matrix

Keyword spotting

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (307 samples)

View all

green_5.s8

ID: 2277826106

Label: green

Sample length: 1s

blue_12.s1

ID: 2278158935

Label: blue

Sample length: 1s

green_12.s3

ID: 2278159922

Label: green

Sample length: 1s

unknown.696lr2o9

ID: 2349953115

Label: blue

Sample length: 1s

blue_7.s11

ID: 2277865686

Label: blue

Sample length: 1s

red_10.s7

ID: 2278159870

Label: red

Sample length: 1s

blue_9.s8

ID: 2277865651

Label: blue

Sample length: 1s

red_6.s7

ID: 2277862603

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

Clone project

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	1,637
No. of clones	0