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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Few Clouds.3a2gfanu

ID: 235376908

Label: Thunderstorm

Sample length: 1m 0s

rain.39gamd3d

ID: 235376976

Label: Light Rain

Sample length: 1m 0s

Thunderstorm.3a2gp44d

ID: 235376911

Label: Thunderstorm

Sample length: 1m 0s

Sunny.39tdf40d

ID: 235376920

Label: Sunny

Sample length: 1m 0s

Foggy.39rl0squ

ID: 235376949

Label: Haze

Sample length: 1m 0s

Foggy.39rl32e3

ID: 235376948

Label: Haze

Sample length: 1m 0s

Light Rain.3a2hc21r

ID: 235376902

Label: Light Rain

Sample length: 41s

Light Rain.39om7e3p

ID: 235376963

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	1,934
No. of clones	1