iarakis / Ascensores Ermua Public

Target: Cortex-M4F 80MHz 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.

Ascensores Ermua

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 (14,568 samples)

View all

c0f8f4df_nohash_0.wav.2lnvqirl

ID: 90756145

Label: two

Sample length: 1s

e5c48e53_nohash_0.wav.2lo03d7a

ID: 90752132

Label: one

Sample length: 1s

012c8314_nohash_1.wav.2lnvt6mt

ID: 90755247

Label: three

Sample length: 1s

b80d6c5e_nohash_0.wav.2lnvhgq6

ID: 90760043

Label: up

Sample length: 1s

3a182c98_nohash_2.wav.2lnvaa9a

ID: 90763092

Label: down

Sample length: 1s

f17be97f_nohash_4.wav.2lnvj9je

ID: 90759537

Label: up

Sample length: 1s

6c429c7b_nohash_1.wav.2lnvor4h

ID: 90757275

Label: two

Sample length: 1s

834f03fe_nohash_4.wav.2lo01qu8

ID: 90752981

Label: one

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

88.7%

Test set

79.9%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

172 ms.

Peak RAM usage

16.8K

Flash usage

35.6K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

4h 0m 8s

Sensor

audio @ 16KHz

Labels

background, down, glass_breaking, gunshots, one and 4 others

Project info

Project ID	80558
Project version	1
License	No license attached
No. of views	175,759
No. of clones	7