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

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Data (3,163 samples)

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unknown.9229bff9_nohash_1

ID: 123101103

Label: Z_Background

Sample length: 1s

noise.orig_test.Babble_4.wav.70000

ID: 123100448

Label: Z_Background

Sample length: 1s

noise.orig_train.Hallway_1.wav.69000

ID: 123099930

Label: Z_Background

Sample length: 1s

noise.orig_train.Office_1.wav.242000

ID: 123099694

Label: Z_Background

Sample length: 1s

noise.orig_train.Square_1.wav.240000

ID: 123099595

Label: Z_Background

Sample length: 1s

unknown.cfbedff9_nohash_2

ID: 123100740

Label: Z_Background

Sample length: 1s

noise.exercise_bike.wav.2000

ID: 123100523

Label: Z_Background

Sample length: 1s

unknown.0a2b400e_nohash_2

ID: 123101730

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	238,889
No. of clones	110