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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unknown.34ba417a_nohash_0

ID: 123101407

Label: Z_Background

Sample length: 1s

noise.orig_train.Babble_11.wav.10000

ID: 123100131

Label: Z_Background

Sample length: 1s

unknown.aeb99b1c_nohash_1

ID: 123100921

Label: Z_Background

Sample length: 1s

noise.pink_noise.wav.15000

ID: 123099315

Label: Z_Background

Sample length: 1s

noise.orig_train.AirportAnnouncements_2.wav.122000

ID: 123100244

Label: Z_Background

Sample length: 1s

noise.orig_train.SqueakyChair_2.wav.14000

ID: 123099590

Label: Z_Background

Sample length: 1s

unknown.ca4d5368_nohash_0

ID: 123100785

Label: Z_Background

Sample length: 1s

unknown.00176480_nohash_0

ID: 123101055

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	259,262
No. of clones	138