Destiny Kwabla Amenyedzi / FarmMonitoring_2024 Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

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FarmMonitoring_2024

Audio

About this project

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Data (8,688 samples)

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sel.1224.ch01.240625.041850.56.

ID: 1440827506

Label: WBRchat

Sample length: 3s

sel.148.ch01.240625.025217.56.

ID: 1440826648

Label: WBRchat

Sample length: 3s

sel00.768.ch01.240720.044510.64.

ID: 1440829037

Label: Other

Sample length: 3s

sel.493.ch01.240625.031953.56.

ID: 1440826913

Label: WBRchat

Sample length: 3s

sel.119.ch01.240719.221155.17.

ID: 1440825060

Label: RedBilledQuelea

Sample length: 3s

sel.08.ch01.240629.205308.26.

ID: 1440822459

Label: Bulbul

Sample length: 3s

sel.138.ch01.240625.025132.56.

ID: 1440826642

Label: WBRchat

Sample length: 3s

sel.210.ch01.240625.025711.56.

ID: 1440826701

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

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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	105,019
No. of clones	9