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Hateful-Memes-Classification

A Social Computing Project

How to run the VisualBert model

There are 2 main Jupyter notebooks where all the job is done and documented:

  • The 'reproducing results' notebook --> Open In Colab
  • The 'end-to-end' notebook --> Open In Colab

The first notebook is only for reproducing the results of Phase-2 submissions by the team HateDetectron. In other words, just loading the final models and getting predictions for the test set. See the end-to-end notebook to have a look at the whole approach in detail: how the models are trained, how the image features are extracted, which datasets are used, etc.

How to run Vilio model

The steps to run and reproduce the results of the Vilio model can be found here.

Documentation

Detailed documentation of the project can be found in Reports directory

Authors

  • Vaibhav Garg
  • Akshay Goindani
  • Preet Thakkar
  • Sagar Joshi