Muhammad Suzaki Zahran / WIO Weather Prediction Public

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WIO Weather Prediction

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Data (153 samples)

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Light Rain.3a2hi3fi

ID: 235376900

Label: Light Rain

Sample length: 1m 0s

Sunny.39td16sq

ID: 235376922

Label: Sunny

Sample length: 1m 0s

rain.39g7989q

ID: 235376988

Label: Light Rain

Sample length: 1m 0s

Few Clouds.39te2sk2

ID: 235376910

Label: Few Clouds

Sample length: 1m 0s

Broken Clouds.39opp1nj

ID: 235376955

Label: Broken Clouds

Sample length: 1m 0s

rain.39g7droa

ID: 235376984

Label: Light Rain

Sample length: 1m 0s

Few Clouds.39tdusjd

ID: 235376913

Label: Few Clouds

Sample length: 1m 0s

rain.39g9sd9e

ID: 235376979

Label: Light Rain

Sample length: 1m 0s

Model accuracy (Unoptimized (float32))

Validation set

52.6%

Test set

13.8%

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

Latency

6508 ms.

Peak RAM usage

0.1K

Flash usage

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Dataset summary

Data collected

2h 30m 42s

Sensor

mic @ 5Hz

Labels

Broken Clouds, Cloudy, Few Clouds, Haze, Light Rain, Sunny, Thunderstorm

Project info

Project ID	126721
Project version	1
License	Apache 2.0
No. of views	2,220
No. of clones	1