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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Haze.39rlmcj8

ID: 235376946

Label: Haze

Sample length: 51s

Few Clouds.39o4qv4l

ID: 235376972

Label: Few Clouds

Sample length: 1m 0s

Few Clouds.39tdqp0l

ID: 235376915

Label: Few Clouds

Sample length: 1m 0s

rain.39g6ngbr

ID: 235376993

Label: Light Rain

Sample length: 1m 0s

Haze.39rmmnjm

ID: 235376934

Label: Haze

Sample length: 1m 0s

Light Rain.3a2hf653

ID: 235376901

Label: Light Rain

Sample length: 36s

Haze.39rmbrm2

ID: 235376938

Label: Haze

Sample length: 1m 0s

Haze.39rm7rco

ID: 235376940

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	3,047
No. of clones	1