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

About this project

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Data (3,163 samples)

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unknown.e7334395_nohash_2

ID: 123100634

Label: Z_Background

Sample length: 1s

noise.orig_train.ShuttingDoor_4.wav.0

ID: 123099634

Label: Z_Background

Sample length: 1s

noise.orig_train.SqueakyChair_1.wav.18000

ID: 123099588

Label: Z_Background

Sample length: 1s

unknown.dd6c6806_nohash_0

ID: 123100697

Label: Z_Background

Sample length: 1s

noise.orig_test.AirConditioner_5.wav.15000

ID: 123100502

Label: Z_Background

Sample length: 1s

noise.orig_test.Babble_1.wav.47000

ID: 123100461

Label: Z_Background

Sample length: 1s

unknown.ce49cb60_nohash_0

ID: 123100753

Label: Z_Background

Sample length: 1s

unknown.6094340e_nohash_0

ID: 123101006

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	244,225
No. of clones	116