Developer Relations / Early Stopping Example in Expert Mode 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.

Early Stopping Example in Expert Mode

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 (1,272 samples)

View all

output000000428

ID: 816357986

Label: Background

Sample length: 3s

output000000631

ID: 816357114

Label: Background

Sample length: 3s

output000000227

ID: 816357702

Label: Background

Sample length: 3s

output000000761

ID: 816357205

Label: Background

Sample length: 3s

output000000299

ID: 816357750

Label: Background

Sample length: 3s

output000000791

ID: 816357225

Label: Background

Sample length: 3s

output000000751

ID: 816357516

Label: Background

Sample length: 3s

output000000210

ID: 816357961

Label: Background

Sample length: 3s

Model accuracy, Time series data, Audio (MFE), Classification (Keras) #1 (Unoptimized (float32))

View 1 other experiment

Validation set

99.6%

Test set

99.9%

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

Latency

187 ms.

Peak RAM usage

19.7K

Flash usage

32.3K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

1h 3m 7s

Sensor

audio @ 44.1KHz

Labels

Background, Glass_Breaking

Project info

Project ID	346976
Project version	1
License	BSD 3-Clause Clear
No. of views	137,791
No. of clones	2