Arnulfo Silva / TI-ML-Audio-Classification Public

Target: TI LAUNCHXL-CC1352P (Cortex-M4F 48MHz) 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.

TI-ML-Audio-Classification

Audio

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 (626 samples)

View all

Drive.313km47c.s5

ID: 99027926

Label: Drive

Sample length: 2s

Drive.313kkb3v.s11

ID: 99027932

Label: Drive

Sample length: 2s

Clockwise.313hf7jj.s9

ID: 99028057

Label: Clockwise

Sample length: 2s

Clockwise.313epcr8.s4

ID: 99028188

Label: Clockwise

Sample length: 2s

Clockwise.313h4ejf.s1

ID: 99028097

Label: Clockwise

Sample length: 2s

Noise.json.30cbg78k.ingestion-775f48997f-8jjgc.s2.json.30ej2m64

ID: 99028172

Label: Noise

Sample length: 30s

Clockwise.313h9v0j.s19

ID: 99028117

Label: Clockwise

Sample length: 2s

Drive.313kncqb.s16

ID: 99027872

Label: Drive

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

98.3%

Test set

99.3%

On-device performance (TI LAUNCHXL-CC1352P (Cortex-M4F 48MHz), Unoptimized (float32))

Latency

566 ms.

Peak RAM usage

20.1K

Flash usage

38.8K

Run this model

On any device

Clone project

Dataset summary

Data collected

26m 35s

Sensor

audio @ 1000Hz

Labels

Clockwise, Drive, Noise

Project info

Project ID	78815
Project version	18
License	No license attached
No. of views	26,108
No. of clones	52