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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noise.orig_test.Neighbor_2.wav.24000

ID: 123100381

Label: Z_Background

Sample length: 1s

unknown.6c968bd9_nohash_2

ID: 123101535

Label: Z_Background

Sample length: 1s

unknown.a3502f15_nohash_0

ID: 123100957

Label: Z_Background

Sample length: 1s

noise.orig_train.WasherDryer_4.wav.141000

ID: 123099382

Label: Z_Background

Sample length: 1s

noise.orig_train.Cafe_1.wav.215000

ID: 123100076

Label: Z_Background

Sample length: 1s

noise.orig_train.NeighborSpeaking_5.wav.27000

ID: 123099786

Label: Z_Background

Sample length: 1s

unknown.7cb5c0b7_nohash_0

ID: 123101515

Label: Z_Background

Sample length: 1s

noise.orig_train.Typing_8.wav.60000

ID: 123099482

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	254,061
No. of clones	127