Extending the MovieScope project for Genre classification of Movie Trailers
Introducing a new dataset, stemming from IMDb5000 and MovieSummaries Dataset by CMU, and taking the intersection of the
two dataset calling it IMDb5k++.
IMDb5k++ contains Movie ID (assigned by us), Movie Title, Movie Trailer and Movie Plot Summary (from wikipedia).
Procedure to run: [wiki_imdb]
Skipping data gathering steps.
Dataset can be found as wiki_im_* [3878 trailers+plots]
Run
- prepare_data_wiki_im.py
- create_model_wiki_im.py
- test_model_multilabel_wiki_im.py
Procedure to run: [Old Version with 5027 trailers] == Deprecated
- Data fetching
- get_trailer_url
- download_trailer_script
- scrape_desc
- Extracting VGG features
- gather_features
- Create deep model
- prepare_data
- create_model