stephenllh/glide-background-edit

Use GLIDE, a diffusion-based image generation model to edit the background of a scene or people.

Background Edit with GLIDE + DeepLabv3

About The Project

This project involves the editing of the background of any image while preserving the foreground scene, object, or people. It combines the ability of the GLIDE model to perform image inpainting and an off-the-shelf image segmentation model like DeepLabv3.

Results

Original	On the beach	Star Wars	Effiel Tower

Getting Started

You can run the demo on Google Colab.

or

To get a local copy up and running, follow these simple example steps.

Prerequisites

• PyTorch (version 1.10.0)

  Install using Anaconda:

  conda install pytorch=1.10.0 -c pytorch

• CUDA (version 11)

Installation

1. Install the official prebuilt GLIDE package.

   pip install -q git+https://github.com/openai/glide-text2im

2. Clone the official GLIDE repo

   git clone https://github.com/openai/glide-text2im.git

License

Distributed under the MIT License. See LICENSE for more information.

Contact

Stephen Lau - Email - Twitter - Kaggle