Authors: nsu-hackspace-team

Project structure:

wave_detector directory:

Hydra provides instrumentation for image-based froth analysis
based on features dynamics. Detected features are related 
to froth movement. Features flow characterized by median velocity
and direction. Dispersion of direction provides ability to 
detect waves on froth surface.

Morph provides instrumentation for image-based froth analysis
based on contour structure. Detected countours are related 
to froth glares. Countours system characterized by speed 
of change (related to steadiness of froth flow) and integral
parameter of detected bubbles mass center.

run by command:
python3 hydra.py videofile

collected_data:
dataset of different type processes, collected by our instruments 
from videos

neural_segmentation directory:
Not very fast, but robust froth size classifier 
Upd: https://github.com/ArtemBoyarintsev/nornickel_hackaton