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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noise.orig_test.Babble_6.wav.15000

ID: 123100434

Label: Z_Background

Sample length: 1s

unknown.fb8c31a9_nohash_2

ID: 123100554

Label: Z_Background

Sample length: 1s

unknown.54b6d355_nohash_2

ID: 123101357

Label: Z_Background

Sample length: 1s

unknown.ec201020_nohash_4

ID: 123100620

Label: Z_Background

Sample length: 1s

noise.orig_train.Square_1.wav.71000

ID: 123099617

Label: Z_Background

Sample length: 1s

unknown.acfd5b5e_nohash_1

ID: 123100935

Label: Z_Background

Sample length: 1s

unknown.96cd0255_nohash_0

ID: 123101290

Label: Z_Background

Sample length: 1s

noise.orig_train.Cafe_1.wav.238000

ID: 123100079

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	224,886
No. of clones	97