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.AirConditioner_8.wav.10000

ID: 123100495

Label: Z_Background

Sample length: 1s

noise.orig_train.Babble_3.wav.51000

ID: 123100174

Label: Z_Background

Sample length: 1s

noise.orig_train.LivingRoom_1.wav.58000

ID: 123099883

Label: Z_Background

Sample length: 1s

chainsaw-06.s12

ID: 123099283

Label: Chainsaw

Sample length: 1s

unknown.df280250_nohash_0

ID: 123100690

Label: Z_Background

Sample length: 1s

unknown.4422e51d_nohash_0

ID: 123101149

Label: Z_Background

Sample length: 1s

unknown.23059a35_nohash_0

ID: 123101100

Label: Z_Background

Sample length: 1s

unknown.9fac5701_nohash_0

ID: 123101452

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	206,367
No. of clones	88