Particle / Doorbell Chimes Public

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Doorbell Chimes

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

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About this project

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

Data (6,142 samples)

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no.9fac5701_nohash_0

ID: 312668145

Label: unknown

Sample length: 1s

yes.4995d875_nohash_2

ID: 312666548

Label: unknown

Sample length: 1s

yes.a2b16113_nohash_0

ID: 312665772

Label: unknown

Sample length: 1s

no.e71b4ce6_nohash_0

ID: 312667444

Label: unknown

Sample length: 1s

no.ddedba85_nohash_0

ID: 312667519

Label: unknown

Sample length: 1s

noise.orig_train.ShuttingDoor_1.wav.23000

ID: 312671407

Label: unknown

Sample length: 1s

unknown.8e05039f_nohash_3

ID: 312670263

Label: unknown

Sample length: 1s

noise.orig_train.CafeTeria_1.wav.12000

ID: 312671927

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

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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	485,162
No. of clones	34