Dhruv Sheth / Wildlife Audio Dataset 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.

Wildlife Audio Dataset

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 (297 samples)

View all

lion.1kj4oha6.s3

ID: 39168219

Label: lion

Sample length: 3s

lion.1kj4oha6.s20

ID: 39168197

Label: lion

Sample length: 1s

lion.1kj46bpv.s7

ID: 39168292

Label: lion

Sample length: 1s

gun.1ko9mpjh.s3

ID: 39168103

Label: gun

Sample length: 1s

human1.s4

ID: 39168187

Label: human

Sample length: 2s

gun.1ko9vh63.s1

ID: 39168132

Label: gun

Sample length: 2s

gun.1ko9vh63.s3

ID: 39168130

Label: gun

Sample length: 2s

bees.1koat853.s5

ID: 39167922

Label: bees

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

82.3%

Test set

75.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

252 ms.

Peak RAM usage

26.9K

Flash usage

34.9K

Run this model

On any device

Clone project

Dataset summary

Data collected

7m 11s

Sensor

audio @ 44.1KHz

Labels

bees, gun, human, lion

Project info

Project ID	9621
Project version	2
License	No license attached
No. of views	5,421
No. of clones	11