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The repository contains three deep learning models created for Kaggle and PASCAL datasets.

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MortenTabaka/Deep-learning-exercises-with-TensorFlow2

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Machine learning excersises

1. Download datasets

All datasets must be downloaded to ./data/

Run mkdir data in working directory or in Python:

if not os.path.exists('./data'):
    os.mkdir('./data')

2. Create Anaconda Environment

  • To install Anaconda follow Anaconda documentation
  • Open terminal in project directory and run conda env create --name CHOSEN_ENV_NAME --file tf2.yml or conda create --name CHOSEN_ENV_NAME --file pkgs.txt
  • Run environment by conda activate CHOSEN_ENV_NAME
  • Run Jupyter by jupyter-notebook
  • Open and run notebooks