Developer Relations / Audio Sensor Fusion - Step 2 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.

Audio Sensor Fusion - Step 2

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 (36 samples)

View all

merged_data.s1.s2

ID: 685149209

Label: idle

Sample length: 13s

merged_data.s1.s1.s1

ID: 685149035

Label: grind

Sample length: 7s

merged_data.s1.s4

ID: 685149241

Label: pump

Sample length: 9s

merged_data.s1.s4

ID: 685149057

Label: pump

Sample length: 9s

merged_data.s1.s2

ID: 685149441

Label: idle

Sample length: 14s

merged_data.s1.s5

ID: 685149390

Label: extract

Sample length: 5s

merged_data.s1.s3

ID: 685149183

Label: pump

Sample length: 3s

merged_data.s1.s6

ID: 685149747

Label: idle

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

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

Latency

2105 ms.

Peak RAM usage

242.0K

Flash usage

23.9K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

5m 55s

Sensors

z, y, x, audio @ 8KHz

Labels

extract, grind, idle, pump

Project info

Project ID	299865
Project version	2
License	BSD 3-Clause Clear
No. of views	13,455
No. of clones	25