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

51055bda_nohash_3.wav.2lo02400

ID: 90752809

Label: one

Sample length: 1s

3402e488_nohash_1.wav.2lo01u1i

ID: 90752918

Label: one

Sample length: 1s

b00dff7e_nohash_0.wav.2lnvqaff

ID: 90756270

Label: two

Sample length: 1s

e3411931_nohash_0.wav.2lnviqm1

ID: 90759620

Label: up

Sample length: 1s

bd8412df_nohash_0.wav.2lnvmrov

ID: 90758041

Label: zero

Sample length: 1s

3bc21161_nohash_4.wav.2lnvon2c

ID: 90757415

Label: two

Sample length: 1s

c0c0d87d_nohash_0.wav.2lnvhov4

ID: 90759974

Label: up

Sample length: 1s

8ec6dab6_nohash_0.wav.2lnvaj4k

ID: 90762844

Label: down

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

On any device

Clone project

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	111,053
No. of clones	7