Collection of Machine Learning algorithms and tools used for hyperlocal weather prediction
Each folder contains a different project
- Install requirements.txt in each project before running with
pip install -r requirements.txt
Analyze clouds and cloudiness from a stream of images or video.
- Returns number of clouds and cloudiness factor in JSON format
- Supports MP4 and static images (JPEG, PNG).
- Hypnotizing visualizations during analysis
Convert a time lapsed image collection
Into a single image strip that contains the complete time lapse
- Used for training Convolutional Neural Nets
- Mesmerizing images, put it on your wall. wow.
T_x = Temperature of x
h_clouds = height of clouds
T_dp = dew point
RH = relative humidity
c = altitude of clouds (m)
z = width of viewport at clouds altitude (m)
alpha = focal view angle of camera (deg)