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.90e72357_nohash_4

ID: 123101302

Label: Z_Background

Sample length: 1s

unknown.8012c69d_nohash_4

ID: 123101120

Label: Z_Background

Sample length: 1s

unknown.72be9202_nohash_0

ID: 123101331

Label: Z_Background

Sample length: 1s

unknown.71d0ded4_nohash_0

ID: 123101330

Label: Z_Background

Sample length: 1s

noise.orig_train.NeighborSpeaking_3.wav.75000

ID: 123099801

Label: Z_Background

Sample length: 1s

noise.white_noise.wav.47000

ID: 123099299

Label: Z_Background

Sample length: 1s

noise.orig_train.Traffic_1.wav.212000

ID: 123099514

Label: Z_Background

Sample length: 1s

noise.orig_train.CopyMachine_1.wav.30000

ID: 123100009

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

On any device

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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	196,117
No. of clones	81