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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noise.orig_test.AirportAnnouncements_4.wav.17000

ID: 123100464

Label: Z_Background

Sample length: 1s

unknown.91ffb786_nohash_4

ID: 123101299

Label: Z_Background

Sample length: 1s

unknown.26e573a9_nohash_0

ID: 123101409

Label: Z_Background

Sample length: 1s

noise.orig_test.AirConditioner_1.wav.22000

ID: 123100508

Label: Z_Background

Sample length: 1s

noise.orig_train.Square_1.wav.208000

ID: 123099594

Label: Z_Background

Sample length: 1s

noise.orig_test.Typing_1.wav.140000

ID: 123100332

Label: Z_Background

Sample length: 1s

noise.orig_train.CopyMachine_8.wav.125000

ID: 123099988

Label: Z_Background

Sample length: 1s

noise.doing_the_dishes.wav.0

ID: 123100531

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	177,711
No. of clones	77