Zalmotek / Illegal Logging Detection - TinyML Syntiant Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Illegal Logging Detection - TinyML Syntiant

Keyword spotting

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (3,163 samples)

View all

noise.orig_train.Washing_1.wav.294000

ID: 123099309

Label: Z_Background

Sample length: 1s

unknown.f5d09ebd_nohash_0

ID: 123100601

Label: Z_Background

Sample length: 1s

noise.orig_train.SqueakyChair_2.wav.7000

ID: 123099592

Label: Z_Background

Sample length: 1s

unknown.7cbf645a_nohash_1

ID: 123101516

Label: Z_Background

Sample length: 1s

noise.orig_test.ShuttingDoor_8.wav.16000

ID: 123100341

Label: Z_Background

Sample length: 1s

noise.orig_test.Typing_2.wav.70000

ID: 123100313

Label: Z_Background

Sample length: 1s

noise.orig_train.Hallway_1.wav.185000

ID: 123099923

Label: Z_Background

Sample length: 1s

unknown.022cd682_nohash_0

ID: 123101429

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

Clone project

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	187,563
No. of clones	79