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This repo contains the entire codebase of a ML project implimentation with the purpose for constellation classification using template matching - Year 3 Sem 1

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DavidF-22/ICS3206-AdvancedML_Project

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ICS3206-AdvancedML_Project

This repo will serve as a backup for this project implementation and possible future use - Year 3 Sem 1

How To Use

Download the following and make sure they are kept in the same directory

  • ConstellationDataset folder
  • PyTorch_AugmentingData.ipynb
  • Template_Matching.py

To augment the data open the Jupyter notebook and run each block. Variables can be modified as needed, for example. One can change the number of augmented images created by changing the num_of_iterations_per_image variable. By default, it is set to 50.

Then, run the python script from your preferred IDE or the terminal. To accomplish this, open the folder in the terminal and run this command.

On Windows Use

python Template_Matching.py

On Max or Linux Use

python3 Template_Matching.py

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This repo contains the entire codebase of a ML project implimentation with the purpose for constellation classification using template matching - Year 3 Sem 1

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