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_test.AirConditioner_5.wav.12000

ID: 123100503

Label: Z_Background

Sample length: 1s

unknown.bde0f20a_nohash_0

ID: 123100841

Label: Z_Background

Sample length: 1s

noise.orig_train.Station_1.wav.151000

ID: 123099554

Label: Z_Background

Sample length: 1s

unknown.21832144_nohash_3

ID: 123101000

Label: Z_Background

Sample length: 1s

unknown.f0659908_nohash_0

ID: 123100567

Label: Z_Background

Sample length: 1s

noise.orig_train.NeighborSpeaking_10.wav.45000

ID: 123099742

Label: Z_Background

Sample length: 1s

unknown.1a994c9f_nohash_3

ID: 123101700

Label: Z_Background

Sample length: 1s

noise.orig_train.WasherDryer_4.wav.9000

ID: 123099388

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	242,619
No. of clones	116