b0xtch / Dust

Weather predictor utilizing machine learning.

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Dust

Dust is a python program that predicts weather conditions given either a set of images or set of weather data.

Installation

Requirements(python modules):

Python 3``Sklearn``OpenCV``Pandas``Numpy``Glob


Usage

python3 dust.py <weather_dir> <image_dir>

The command will trigger the module class dust.py that relies on the other two module/classes: etl.py and atom.py. There will be a log in the command line to for updates.


Output

There will be an output folder that contains two files, one png image (sample.png) with a random sample of predicated images and a csv file (summary.csv) with a summary of the results.

About

Weather predictor utilizing machine learning.


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Language:Jupyter Notebook 95.0%Language:Python 5.0%