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

5_train_hungry

ID: 899917307

Label: hungry

Sample length: 5s

13_train_hungry

ID: 899917350

Label: hungry

Sample length: 5s

ambient.4qf8im6c

ID: 908505311

Label: ambient

Sample length: 5s

1_train_hungry

ID: 899917325

Label: hungry

Sample length: 5s

11_train_sick

ID: 899933606

Label: sick

Sample length: 5s

1_train_discomfort

ID: 899916414

Label: discomfort

Sample length: 5s

ambient.4qf97hq9

ID: 908520495

Label: ambient

Sample length: 5s

2_train_hungry

ID: 899917351

Label: hungry

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

Scan QR code or launch in browser

Launch in browser

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	11,493
No. of clones	18