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Group-Normalization_Deep-Learning-and-Robot-Vision-Project

Required Library and tools

  • Create a virtual environment
  • Source to the virtual environment
  • pip install -r requirements.txt
  • Updated CUDA driver and the relevant files are required
  • Go to the scripts folder use python3 "file of your interest" to train and observe the model loss and time taken
    • Importantly the directories for certain file path has to be changed according to your current directories

Steps to download the dataset from ImageNet

  • Use this link ImageNet to navigate yourself to the corresponding webpage
  • Sign Up and login with your own credentials
  • Go to Downloads
  • I downloaded the TinyImageNet data as a .zip file
  • Move the data to a dedicated directory or atleast to the same directory as this repo which is cloned

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