Destiny Kwabla Amenyedzi / FarmMonitoring_2024 Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) 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.

FarmMonitoring_2024

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 (8,688 samples)

View all

sel.975.ch01.240625.034303.56.

ID: 1440825745

Label: VillageWeaver

Sample length: 3s

sel.849.ch01.240625.031121.56.

ID: 1440825852

Label: VillageWeaver

Sample length: 3s

sel.924.ch01.240625.035359.56.

ID: 1440827263

Label: WBRchat

Sample length: 3s

sel.20.ch01.240719.215519.17.

ID: 1440824971

Label: RedBilledQuelea

Sample length: 3s

sel00.93.ch01.240720.035807.64.

ID: 1440828503

Label: Other

Sample length: 3s

sel00.123.ch01.240720.035919.64.

ID: 1440828538

Label: Other

Sample length: 3s

sel.2270.ch01.240629.213611.53.

ID: 1440828125

Label: Yellow-fronted Canary

Sample length: 3s

sel.1383.ch01.240625.043147.56.

ID: 1440827631

Label: WBRchat

Sample length: 3s

Model accuracy, Impulse #3 (Unoptimized (float32))

View 2 other experiments

Validation set

93.3%

Test set

91.1%

On-device performance (Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz), Quantized (int8))

Latency

311 ms.

Peak RAM usage

19.7K

Flash usage

39.7K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

7h 11m 26s

Sensor

audio @ 32KHz

Labels

Bulbul, Chubbs_cis, ComWaxbill, Other, RedBilledQuelea and 3 others

Project info

Project ID	491069
Project version	3
License	Apache 2.0
No. of views	174,649
No. of clones	10