This model will take a YT video's thumbnail and title as an input and return it's performance in some metric as its output.
Run this command to install all the required dependancies.
pip install -r requirements.txt
Then make a .env file in the same directory with one variable.
APIKEY=your-api-key-here
Then, simply open model.ipynb and go through the steps for model setup.
There are three models that are tested for this project. There is the image-only model, the text-only model, and the united model. The united model merges both image and text models into a single model. This is to test their effectiveness separately and together. See below for an in-depth layout of their design.
All main scripts have and will be integrated into a single Juypter Notebook file. All the old scripts and code snippets have been placed in the deprecated folder.