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

blue_7.s8

ID: 2277865683

Label: blue

Sample length: 1s

red_8.s4

ID: 2277785277

Label: red

Sample length: 1s

green_11.s6

ID: 2278159030

Label: green

Sample length: 1s

green_8.s4

ID: 2277844121

Label: green

Sample length: 1s

green_12.s1

ID: 2278159920

Label: green

Sample length: 1s

blue_6.s4

ID: 2277871947

Label: blue

Sample length: 709ms

red_7.s10

ID: 2277871906

Label: red

Sample length: 1s

blue_7.s3

ID: 2277865678

Label: blue

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	2,448
No. of clones	0