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.ee28caac_nohash_0

ID: 123100616

Label: Z_Background

Sample length: 1s

unknown.96c66ab7_nohash_1

ID: 123101289

Label: Z_Background

Sample length: 1s

noise.orig_train.Field_1.wav.219000

ID: 123099941

Label: Z_Background

Sample length: 1s

noise.orig_train.CopyMachine_10.wav.202000

ID: 123099966

Label: Z_Background

Sample length: 1s

unknown.8494fba8_nohash_2

ID: 123101113

Label: Z_Background

Sample length: 1s

unknown.e53139ad_nohash_0

ID: 123100649

Label: Z_Background

Sample length: 1s

noise.orig_train.AirConditioner_2.wav.32000

ID: 123100299

Label: Z_Background

Sample length: 1s

unknown.f2e59fea_nohash_0

ID: 123100604

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	187,537
No. of clones	78