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

yes.d21fd169_nohash_0

ID: 312665303

Label: unknown

Sample length: 1s

no.2510c044_nohash_1

ID: 312669127

Label: unknown

Sample length: 1s

unknown.60402b64_nohash_0

ID: 312670499

Label: unknown

Sample length: 1s

yes.215699ff_nohash_0

ID: 312666922

Label: unknown

Sample length: 1s

yes.b414c653_nohash_1

ID: 312665647

Label: unknown

Sample length: 1s

unknown.29229c21_nohash_0

ID: 312670800

Label: unknown

Sample length: 1s

noise.orig_train.ShuttingDoor_5.wav.1000

ID: 312671395

Label: unknown

Sample length: 1s

noise.doing_the_dishes.wav.10000

ID: 312672426

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	502,878
No. of clones	37