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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rain.39g68la3

ID: 235376999

Label: Light Rain

Sample length: 1m 0s

Few Clouds.39o4qv4l

ID: 235376972

Label: Few Clouds

Sample length: 1m 0s

Few Clouds.39o4e4sg

ID: 235376974

Label: Few Clouds

Sample length: 1m 0s

Haze.39rlpchk

ID: 235376945

Label: Haze

Sample length: 1m 0s

Few Clouds.39o505pi

ID: 235376970

Label: Few Clouds

Sample length: 1m 0s

rain.39g62fdb

ID: 235377002

Label: Light Rain

Sample length: 1m 0s

rain.39ga18bv

ID: 235376978

Label: Light Rain

Sample length: 1m 0s

Foggy.39rl0squ

ID: 235376949

Label: Haze

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	2,391
No. of clones	1