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.f9643d42_nohash_4

ID: 123100576

Label: Z_Background

Sample length: 1s

noise.orig_train.Cafe_1.wav.67000

ID: 123100089

Label: Z_Background

Sample length: 1s

unknown.33903159_nohash_0

ID: 123100991

Label: Z_Background

Sample length: 1s

noise.orig_train.Bus_1.wav.37000

ID: 123100116

Label: Z_Background

Sample length: 1s

unknown.978240e1_nohash_3

ID: 123101018

Label: Z_Background

Sample length: 1s

unknown.71f9bba8_nohash_0

ID: 123101328

Label: Z_Background

Sample length: 1s

unknown.de040337_nohash_1

ID: 123100688

Label: Z_Background

Sample length: 1s

noise.orig_train.Typing_8.wav.36000

ID: 123099484

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	213,947
No. of clones	89