Mathias / woodpeckerDetector 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.

woodpeckerDetector

Audio

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 (1,949 samples)

View all

XC621570 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16kid9.s34

ID: 41837303

Label: woodpecker

Sample length: 1s

XC360604 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5oa4.s7

ID: 41837491

Label: woodpecker

Sample length: 1s

XC365128 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5n4j.s2

ID: 41837442

Label: woodpecker

Sample length: 1s

1179_2017_04_25_01_001_16kHz_upsampled_mono.wav.2b6b61mb

ID: 41836741

Label: noise_am

Sample length: 1s

507_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6cifd9

ID: 41836645

Label: noise_am

Sample length: 1s

XC536373 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t4pld.s20

ID: 41837376

Label: woodpecker

Sample length: 1s

XC84275 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16j829.s2

ID: 41836944

Label: woodpecker

Sample length: 1s

XC461225 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jmhb.s51

ID: 41837126

Label: woodpecker

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.9%

Test set

96.6%

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

Latency

185 ms.

Peak RAM usage

20.4K

Flash usage

34.3K

Run this model

On any device

Clone project

Dataset summary

Data collected

1h 6m 42s

Sensor

audio @ 16KHz

Labels

noise_am, noise_general, woodpecker

Project info

Project ID	41560
Project version	12
License	No license attached
No. of views	287,799
No. of clones	57