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.5104f2f4_nohash_0

ID: 123101141

Label: Z_Background

Sample length: 1s

unknown.e0315cf6_nohash_2

ID: 123100653

Label: Z_Background

Sample length: 1s

noise.orig_test.Munching_3.wav.3000

ID: 123100417

Label: Z_Background

Sample length: 1s

unknown.6a861f21_nohash_1

ID: 123101553

Label: Z_Background

Sample length: 1s

noise.orig_train.CopyMachine_10.wav.15000

ID: 123099980

Label: Z_Background

Sample length: 1s

unknown.815f0f03_nohash_0

ID: 123101190

Label: Z_Background

Sample length: 1s

noise.running_tap.wav.29000

ID: 123099302

Label: Z_Background

Sample length: 1s

unknown.e0c782d5_nohash_0

ID: 123100685

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	176,296
No. of clones	76