https://github.com/farzeennimran/ai-movie-plot-generator

Generating movie plots based on genres 🎥🎞️🎬📽️
https://github.com/farzeennimran/ai-movie-plot-generator

artificial-intelligence datascience deep-learning generator machine-learning movies natural-language-processing neural-network nlp plots python text-classification text-generation

Last synced: 1 day ago
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Generating movie plots based on genres 🎥🎞️🎬📽️

• Host: GitHub
• URL: https://github.com/farzeennimran/ai-movie-plot-generator
• Owner: farzeennimran
• Created: 2024-06-08T16:20:07.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-06-23T17:36:48.000Z (5 months ago)
• Last Synced: 2024-06-23T18:45:49.454Z (5 months ago)
• Topics: artificial-intelligence, datascience, deep-learning, generator, machine-learning, movies, natural-language-processing, neural-network, nlp, plots, python, text-classification, text-generation
• Language: Python
• Homepage:
• Size: 642 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# AI Movie Plot Generator

The purpose of AI plot generator is to create a smart model capable of generating movie plots based on their genres.

## Dataset

Data was collected from IMDb and Kaggle which was then compiled into one dataset and is available on kaggle: https://www.kaggle.com/datasets/farzeenimran/movieplots/data

## Preprocessing

1) Lowercasing:

2) Special Characters Removal:

3) Stop Words Removal:

4) Tokenization:

5) Genre Mapping:

6) Handling Null Plots:

7) Dealing with Missing Values:

8) Vectorization:

## Models applied

1) RNN

   

3) LSTM with embedding layer

   

4) Markov Model

   

5) Transformers