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Tracks and classifies droplets. It is part of my master thesis

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thephet/Droplets-tracking

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CamCalibration

CamCalibration

 
 

RobCamCalibration

RobCamCalibration

 
 

Som

Som

 
 

reBubbling

reBubbling

 
 

.gitignore

.gitignore

 
 

ParticleFilter.py

ParticleFilter.py

 
 

ParticleFilterSquare.py

ParticleFilterSquare.py

 
 

ParticleFilterUserClicks.py

ParticleFilterUserClicks.py

 
 

README

README

 
 

basic_main.py

basic_main.py

 
 

main.py

main.py

 
 

multiple_experiments.py

multiple_experiments.py

 
 

printcore.py

printcore.py

 
 

silerstone.py

silerstone.py

 
 

splotbot.py

splotbot.py

 
 

square.py

square.py

 
 

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This code is a tracking project implemented using OpenCV.

OpenCV is used for all the image processing functions. Right now all of this is the file main.py

A Particle filter is implemented (home made) based on Condensation (not using OpenCV's condensation). It not depends on OpenCV. It is the file ParticleFilter.py

A SOM was implemented based on the C++ implementation by ai-junkines, that's somBasic.py. Then it was hacked with numpy, it is quite faster and a bit different code, it is named som.py. It is also OpenCV independent apart from visualizing it, but the visualization can be performed with any other lib.

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Tracks and classifies droplets. It is part of my master thesis

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