Saurabh Datta / simple v1 Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) 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.

simple v1

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 (139 samples)

View all

19_train_discomfort

ID: 899916441

Label: discomfort

Sample length: 5s

ambient.4qf8qiut

ID: 908517726

Label: ambient

Sample length: 5s

ambient.4qf8im6c

ID: 908505311

Label: ambient

Sample length: 5s

2_train_sick

ID: 899933594

Label: sick

Sample length: 1s

9_train_discomfort

ID: 899916434

Label: discomfort

Sample length: 5s

15_train_ambient

ID: 899910553

Label: ambient

Sample length: 5s

3_train_discomfort

ID: 899916417

Label: discomfort

Sample length: 5s

18_train_discomfort

ID: 899916435

Label: discomfort

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

95.9%

Test set

81.6%

On-device performance (Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz), Quantized (int8))

Latency

658 ms.

Peak RAM usage

36.0K

Flash usage

35.7K

Run this model

On any device

Clone project

Dataset summary

Data collected

11m 36s

Sensor

audio @ 16KHz

Labels

ambient, discomfort, hungry, sick, tired

Project info

Project ID	371694
License	Apache 2.0
No. of views	6,783
No. of clones	14