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

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Data (3,163 samples)

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unknown.1e4064b8_nohash_0

ID: 123101682

Label: Z_Background

Sample length: 1s

unknown.8781f4c1_nohash_0

ID: 123101110

Label: Z_Background

Sample length: 1s

unknown.75b631ff_nohash_0

ID: 123101322

Label: Z_Background

Sample length: 1s

unknown.42a99aec_nohash_0

ID: 123101379

Label: Z_Background

Sample length: 1s

noise.orig_train.Babble_11.wav.4000

ID: 123100130

Label: Z_Background

Sample length: 1s

unknown.5db0e146_nohash_0

ID: 123101571

Label: Z_Background

Sample length: 1s

noise.orig_train.Field_1.wav.8000

ID: 123099960

Label: Z_Background

Sample length: 1s

unknown.c0cb43d6_nohash_0

ID: 123100830

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	232,409
No. of clones	103