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_train.WasherDryer_4.wav.149000

ID: 123099379

Label: Z_Background

Sample length: 1s

unknown.24b82192_nohash_1

ID: 123101421

Label: Z_Background

Sample length: 1s

unknown.4407ba92_nohash_0

ID: 123101144

Label: Z_Background

Sample length: 1s

noise.orig_train.Babble_8.wav.141000

ID: 123100135

Label: Z_Background

Sample length: 1s

noise.orig_train.NeighborSpeaking_5.wav.57000

ID: 123099790

Label: Z_Background

Sample length: 1s

noise.orig_train.AirConditioner_10.wav.65000

ID: 123100261

Label: Z_Background

Sample length: 1s

unknown.90e72357_nohash_2

ID: 123101305

Label: Z_Background

Sample length: 1s

unknown.4fd1443e_nohash_1

ID: 123101589

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	201,231
No. of clones	85