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Anime styled image generation based on text input

Introduction

In this project, we will create a simple Streamlit app that uses a pre-trained machine learning model to generate images from text. We will be replicating an existing API that can generate images based on text input.

Requirements

Before we start, make sure you have the following installed:

  • Python 3.6 or higher
  • pip (Python package manager)
  • Streamlit (to create the web app)
  • requests (to send HTTP requests to the API)
  • Pillow (to manipulate the images generated by the API)
  • Replicate API key (to access the API)

Create your virtual env :

Create your new environment conda using :

conda env create -f environment.yml

run the streamlit app using :

streamlit run main.py

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