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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sel15.22.ch01.240719.224736.82.

ID: 1440825300

Label: RedBilledQuelea

Sample length: 3s

sel.01240629.033809.72.

ID: 1440822329

Label: Bulbul

Sample length: 3s

sel.3470.ch01.240630.010613.53.

ID: 1440828251

Label: Yellow-fronted Canary

Sample length: 3s

sel.15.ch01.240629.202853.51.

ID: 1440822810

Label: Bulbul

Sample length: 3s

sel.88.ch01.240629.211828.89.

ID: 1440822796

Label: Bulbul

Sample length: 3s

sel.92.ch01.240719.220716.17.

ID: 1440825038

Label: RedBilledQuelea

Sample length: 3s

sel.01.ch01.240719.215331.17.

ID: 1440824966

Label: RedBilledQuelea

Sample length: 3s

sel.26.ch01.240629.201641.69.

ID: 1440822752

Label: Bulbul

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	151,431
No. of clones	10