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My Master's thesis.

Primary LanguageJupyter Notebook

My Master's Thesis @ FIIT STU BA

The thesis is located in thesis/main.pdf.

Structure:

  • notebooks - contains notebooks which I ran on my machine in local environment
  • colab_notebooks - contains notebooks which I ran o Google Colaboratory
  • conda_notebooks - contains notebooks which I ran in Conda environment

General Setup

Prerequisites

Setup

  1. Run - pip install gdown
  2. Download data from https://drive.google.com/file/d/1JJIqPQJfwR7GCvwtjtSrAHGY6II0AOTt and extract them to tmp/saliencies_and_segmentations_v2. Run: sh ./scripts/download_saliences_and_segmentations_v2.sh

Conda Notebooks

Prerequisites

Installation

  1. conda env create -f environment.yml

Google Cloud Setup

  1. Use "Tensorflow" pre-configured vm from Google Cloud Marketplace
  2. Add ingress firewall rules for jupyter notebook (tutorial)