Superhero Name Generator using TensorFlow by FIRAS TLILISuperhero Name Generator using TensorFlow by FIRAS TLILI

Superhero Name Generator using TensorFlow

FIRAS TLILI

FIRAS TLILI

Superhero Name Generator using TensorFlow

In this guided project, we are going to create a neural network and train it on a small dataset of superhero names to learn to generate similar names. The dataset has over 9000 names of superheroes, supervillains and other fictional characters from a number of different comic books, TV shows and movies.
Welcome to the Superhero Name Generator project! 🦸‍♂️🚀

Overview

In this guided project, we have created a powerful neural network and trained it on a diverse dataset of over 9000 superhero names, supervillains, and fictional characters from a variety of comic books, TV shows, and movies. Our goal is to generate exciting new superhero names using the knowledge we've gained in Natural Language Processing.

Objectives

Build a character-level language model using TensorFlow.
Train the model to predict the next character in a sequence.
Generate unique superhero names by providing seed input to the model.
Create a custom tokenizer using TensorFlow.

Getting Started

Clone the Repository: git clone https://github.com/TLILIFIRAS/Create-a-Superhero-Name-Generator-with-TensorFlow.git cd Create-a-Superhero-Name-Generator-with-TensorFlow '''
Generating Superhero Names: Explore notebook.ipynb to generate superhero names with the trained model.
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Posted Jun 17, 2024

In this guided project, we are going to create a neural network and train it on a small dataset of superhero names to learn to generate similar names. The data…