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.54aecbd5_nohash_4

ID: 123101361

Label: Z_Background

Sample length: 1s

noise.orig_train.SqueakyChair_8.wav.19000

ID: 123099568

Label: Z_Background

Sample length: 1s

noise.orig_train.Typing_6.wav.10000

ID: 123099494

Label: Z_Background

Sample length: 1s

unknown.4f558007_nohash_0

ID: 123101593

Label: Z_Background

Sample length: 1s

unknown.d8c52371_nohash_3

ID: 123100729

Label: Z_Background

Sample length: 1s

unknown.3e3fa7fd_nohash_0

ID: 123101623

Label: Z_Background

Sample length: 1s

unknown.7ea032f3_nohash_3

ID: 123101504

Label: Z_Background

Sample length: 1s

unknown.1c45ceb2_nohash_0

ID: 123101692

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	205,064
No. of clones	88