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.c9b5ff26_nohash_1

ID: 123100812

Label: Z_Background

Sample length: 1s

unknown.b414c653_nohash_3

ID: 123100875

Label: Z_Background

Sample length: 1s

unknown.51eefcc6_nohash_0

ID: 123101363

Label: Z_Background

Sample length: 1s

unknown.78030270_nohash_0

ID: 123100985

Label: Z_Background

Sample length: 1s

noise.orig_train.AirportAnnouncements_3.wav.32000

ID: 123100231

Label: Z_Background

Sample length: 1s

noise.white_noise.wav.47000

ID: 123099299

Label: Z_Background

Sample length: 1s

unknown.6124b431_nohash_1

ID: 123101134

Label: Z_Background

Sample length: 1s

unknown.c678e0b3_nohash_1

ID: 123100794

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	242,607
No. of clones	116