Particle / Doorbell Chimes 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.

Doorbell Chimes

This doorbell chime is the Wireless Doorbell made by secrui, Model: M520+F55

Keyword spotting

About this project

This doorbell chime is the Wireless Doorbell made by secrui, Model: M520+F55

Data (6,142 samples)

View all

no.9a76f8c3_nohash_2

ID: 312668173

Label: unknown

Sample length: 1s

noise.dude_miaowing.wav.20000

ID: 312672412

Label: unknown

Sample length: 1s

yes.11860c84_nohash_0

ID: 312667089

Label: unknown

Sample length: 1s

noise.orig_train.CopyMachine_10.wav.196000

ID: 312671835

Label: unknown

Sample length: 1s

yes.c98bbbd3_nohash_3

ID: 312665407

Label: unknown

Sample length: 1s

yes.e53139ad_nohash_0

ID: 312665103

Label: unknown

Sample length: 1s

noise.orig_train.Babble_11.wav.4000

ID: 312672029

Label: unknown

Sample length: 1s

unknown.11099149_nohash_0

ID: 312670938

Label: unknown

Sample length: 1s

Model accuracy, Time series data, Audio (MFE), Classification #1 (Default 1D Conv) (Unoptimized (float32))

View 2 other experiments

Validation set

99.5%

Test set

99.5%

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

Latency

4639 ms.

Peak RAM usage

533.1K

Flash usage

27.6K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

1h 48m 25s

Sensor

audio @ 16KHz

Labels

doorbell, unknown

Project info

Project ID	237590
Project version	8
License	Apache 2.0
No. of views	450,859
No. of clones	31