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.57152045_nohash_5

ID: 123100996

Label: Z_Background

Sample length: 1s

noise.orig_train.CopyMachine_10.wav.191000

ID: 123099967

Label: Z_Background

Sample length: 1s

unknown.b36c27c2_nohash_1

ID: 123100895

Label: Z_Background

Sample length: 1s

noise.orig_test.Babble_5.wav.23000

ID: 123100435

Label: Z_Background

Sample length: 1s

noise.orig_train.Hallway_1.wav.23000

ID: 123099928

Label: Z_Background

Sample length: 1s

unknown.340c8b10_nohash_0

ID: 123101245

Label: Z_Background

Sample length: 1s

noise.orig_test.AirConditioner_10.wav.16000

ID: 123100487

Label: Z_Background

Sample length: 1s

noise.orig_train.Typing_10.wav.3000

ID: 123099469

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	244,125
No. of clones	116