Muhammad Suzaki Zahran / WIO Weather Prediction Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

WIO Weather Prediction

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (153 samples)

View all

Light Rain.39oovh48

ID: 235376959

Label: Light Rain

Sample length: 1m 0s

Few Clouds.39o5e27i

ID: 235376967

Label: Few Clouds

Sample length: 1m 0s

Light Rain.3a2hk9ia

ID: 235376898

Label: Light Rain

Sample length: 1m 0s

Haze.39rlk5ri

ID: 235376947

Label: Haze

Sample length: 1m 0s

rain.39g73k9n

ID: 235376991

Label: Light Rain

Sample length: 1m 0s

Light Rain.3a2h6jck

ID: 235376904

Label: Light Rain

Sample length: 1m 0s

rain.39g6ksps

ID: 235376994

Label: Light Rain

Sample length: 1m 0s

Foggy.39rksnp8

ID: 235376950

Label: Haze

Sample length: 41s

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

Run this model

Scan QR code or launch in browser

Launch in browser

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	3,049
No. of clones	1