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camo-worm-optimisation

Application of a meta-heuristic algorithm to optimise the definition of OCT scan images.

Packages Required

In order to run the main program, run.py, you will need to install the following 3 packages before you can run it. (If you dont install these you will get an error).

These packages are:

  • numpy
  • matplotlib
  • sklearn

Running the PSO for Camo Worm Optimisation

Clone this repo to your own desktop by :

git clone https://github.com/pproe/camo-worm-optimisation.git

And run by :

python run.py

Images will be generaed at each iteration to present the particle exploration and evolution. They are saved under gbest_imgs. A line plot that records the cost of gbest will be generated under particle_explore

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Application of a meta-heuristic algorithm to optimise the definition of OCT scan images.

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  • Jupyter Notebook 93.0%
  • Python 7.0%