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Should We Always Train Models on Fine-Grained Classes?

This repository is the official implementation of "Should We Always Train Models on Fine-Grained Classes?.

Requirements

To create and activate the Conda requirements from the provided .txt file:

  1. Create the environment:

    conda create -n subclasses -f requirements.txt
  2. Activate the environment:

    conda activate subclasses

Training

Training and evaluation is available in the coarse_vs_fine_experiments.ipynb for Fig. 2 and 3

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  • Jupyter Notebook 90.8%
  • Python 9.2%