Zalmotek / Illegal Logging Detection - TinyML Syntiant Public

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Illegal Logging Detection - TinyML Syntiant

Keyword spotting

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Data (3,163 samples)

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unknown.ce7a8e92_nohash_0

ID: 123100751

Label: Z_Background

Sample length: 1s

noise.orig_train.NeighborSpeaking_3.wav.59000

ID: 123099800

Label: Z_Background

Sample length: 1s

unknown.da040491_nohash_1

ID: 123100705

Label: Z_Background

Sample length: 1s

noise.orig_train.Munching_8.wav.34000

ID: 123099818

Label: Z_Background

Sample length: 1s

unknown.f5626af6_nohash_3

ID: 123100580

Label: Z_Background

Sample length: 1s

unknown.a4383927_nohash_0

ID: 123100948

Label: Z_Background

Sample length: 1s

noise.orig_train.Car_1.wav.125000

ID: 123100040

Label: Z_Background

Sample length: 1s

noise.orig_test.Babble_4.wav.53000

ID: 123100447

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	272,743
No. of clones	140