GitHub - thephet/Droplets-tracking: Tracks and classifies droplets. It is part of my master thesis

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

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Name		Name	Last commit message	Last commit date
Latest commit History 26 Commits
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.