Zalmotek / Illegal Logging Detection - TinyML Syntiant Public

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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_7.wav.39000

ID: 123099341

Label: Z_Background

Sample length: 1s

noise.orig_train.CafeTeria_1.wav.76000

ID: 123100067

Label: Z_Background

Sample length: 1s

unknown.e39a8ddc_nohash_0

ID: 123100663

Label: Z_Background

Sample length: 1s

unknown.beb458a4_nohash_1

ID: 123100844

Label: Z_Background

Sample length: 1s

noise.orig_test.ShuttingDoor_5.wav.24000

ID: 123100351

Label: Z_Background

Sample length: 1s

noise.orig_train.Bus_1.wav.87000

ID: 123100113

Label: Z_Background

Sample length: 1s

noise.orig_train.Hallway_1.wav.178000

ID: 123099921

Label: Z_Background

Sample length: 1s

noise.orig_train.VacuumCleaner_9.wav.27000

ID: 123099429

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	264,965
No. of clones	139