Zalmotek / Illegal Logging Detection - TinyML Syntiant Public

Target: Cortex-M4F 80MHz Clone this project

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Illegal Logging Detection - TinyML Syntiant

Keyword spotting

About this project

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Data (3,163 samples)

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noise.orig_train.VacuumCleaner_3.wav.33000

ID: 123099454

Label: Z_Background

Sample length: 1s

noise.orig_train.LivingRoom_1.wav.186000

ID: 123099865

Label: Z_Background

Sample length: 1s

noise.orig_train.ShuttingDoor_9.wav.11000

ID: 123099620

Label: Z_Background

Sample length: 1s

unknown.20fd451f_nohash_1

ID: 123101427

Label: Z_Background

Sample length: 1s

unknown.f035e2ea_nohash_3

ID: 123100592

Label: Z_Background

Sample length: 1s

noise.orig_test.AirportAnnouncements_4.wav.5000

ID: 123100471

Label: Z_Background

Sample length: 1s

unknown.815f0f03_nohash_1

ID: 123101193

Label: Z_Background

Sample length: 1s

noise.orig_test.Typing_1.wav.161000

ID: 123100324

Label: Z_Background

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

99.8%

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

Latency

48 ms.

Peak RAM usage

3.8K

Flash usage

549.9K

Run this model

On any device

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Dataset summary

Data collected

52m 43s

Sensor

audio @ 16KHz

Labels

Chainsaw, Z_Background

Project info

Project ID	126774
Project version	1
License	No license attached
No. of views	224,881
No. of clones	97