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.Traffic_1.wav.99000

ID: 123099526

Label: Z_Background

Sample length: 1s

noise.orig_train.AirConditioner_5.wav.4000

ID: 123100293

Label: Z_Background

Sample length: 1s

noise.orig_test.Typing_2.wav.100000

ID: 123100314

Label: Z_Background

Sample length: 1s

unknown.0b7ee1a0_nohash_2

ID: 123101727

Label: Z_Background

Sample length: 1s

unknown.479e64cc_nohash_1

ID: 123101227

Label: Z_Background

Sample length: 1s

noise.orig_train.WasherDryer_4.wav.150000

ID: 123099378

Label: Z_Background

Sample length: 1s

unknown.ec989d6d_nohash_3

ID: 123100628

Label: Z_Background

Sample length: 1s

noise.orig_train.Babble_4.wav.8000

ID: 123100170

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	259,258
No. of clones	138