Zalmotek / Illegal Logging Detection - TinyML Syntiant Public

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Illegal Logging Detection - TinyML Syntiant

Keyword spotting

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Data (3,163 samples)

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chainsaw-02.s27

ID: 123099227

Label: Chainsaw

Sample length: 1s

noise.orig_train.Metro_1.wav.273000

ID: 123099840

Label: Z_Background

Sample length: 1s

unknown.9785931e_nohash_0

ID: 123101004

Label: Z_Background

Sample length: 1s

unknown.24ed94ab_nohash_1

ID: 123101419

Label: Z_Background

Sample length: 1s

unknown.46114b4e_nohash_1

ID: 123101083

Label: Z_Background

Sample length: 1s

noise.orig_train.VacuumCleaner_9.wav.18000

ID: 123099430

Label: Z_Background

Sample length: 1s

unknown.93ec8b84_nohash_0

ID: 123101292

Label: Z_Background

Sample length: 1s

unknown.c0cb43d6_nohash_0

ID: 123100830

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

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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	273,228
No. of clones	143