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.NeighborSpeaking_6.wav.28000

ID: 123099783

Label: Z_Background

Sample length: 1s

unknown.1dc86f91_nohash_4

ID: 123101680

Label: Z_Background

Sample length: 1s

unknown.37bd115d_nohash_2

ID: 123101390

Label: Z_Background

Sample length: 1s

unknown.99a9b015_nohash_0

ID: 123101287

Label: Z_Background

Sample length: 1s

noise.orig_train.AirportAnnouncements_3.wav.1000

ID: 123100237

Label: Z_Background

Sample length: 1s

noise.orig_train.Park_1.wav.247000

ID: 123099678

Label: Z_Background

Sample length: 1s

noise.orig_train.Babble_1.wav.13000

ID: 123100193

Label: Z_Background

Sample length: 1s

noise.orig_train.CopyMachine_8.wav.160000

ID: 123099990

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	204,662
No. of clones	88