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.b4ea0d9a_nohash_3

ID: 123100906

Label: Z_Background

Sample length: 1s

noise.orig_train.Restaurant_1.wav.185000

ID: 123099650

Label: Z_Background

Sample length: 1s

unknown.283d7a53_nohash_1

ID: 123101254

Label: Z_Background

Sample length: 1s

noise.orig_train.Bus_1.wav.203000

ID: 123100101

Label: Z_Background

Sample length: 1s

noise.orig_train.SqueakyChair_11.wav.6000

ID: 123099560

Label: Z_Background

Sample length: 1s

unknown.676f8138_nohash_1

ID: 123101207

Label: Z_Background

Sample length: 1s

unknown.6a1908f8_nohash_1

ID: 123101548

Label: Z_Background

Sample length: 1s

unknown.11321027_nohash_0

ID: 123101002

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

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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	274,714
No. of clones	144