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 -->
- The 'end-to-end' notebook -->
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