Zalmotek / Illegal Logging Detection - TinyML Syntiant Public

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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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unknown.baeac2ba_nohash_0

ID: 123100859

Label: Z_Background

Sample length: 1s

noise.orig_train.Park_1.wav.136000

ID: 123099681

Label: Z_Background

Sample length: 1s

unknown.151bfb79_nohash_0

ID: 123101271

Label: Z_Background

Sample length: 1s

noise.orig_train.WasherDryer_4.wav.38000

ID: 123099391

Label: Z_Background

Sample length: 1s

unknown.0ba018fc_nohash_2

ID: 123101722

Label: Z_Background

Sample length: 1s

unknown.6889b21f_nohash_0

ID: 123101128

Label: Z_Background

Sample length: 1s

noise.orig_train.Babble_11.wav.4000

ID: 123100130

Label: Z_Background

Sample length: 1s

unknown.888a0c49_nohash_3

ID: 123101179

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

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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	254,063
No. of clones	127