😊Diffusion Model This repository contains the implementation of our diffusion model. The model demonstrates advanced diffusion techniques for image editing. For detailed information, please refer to our paper linked below.

Overview Model: This model takes in one image and a different image e.g A dog and a dog wearing glasses with some text description of the change. The model learns through diffusion to relate the change with a natural language prompt

Training: Training is to be updated in code but use the link of the paper to look at the mathematical notation Requirements Python 3.x

[List of libraries, e.g., numpy, PyTorch]

Installation Clone the repository and install the necessary dependencies:

bash

git clone https://github.com/lmntrx-sys/Diffusion.git
cd Diffusion
pip install -r requirements.txt

Usage To train the model: Image editing

bash

python train.py --config config.yaml
To generate samples:

bash

python generate.py --model_path path/to/model

Paper For more details, please refer to our paper: Your Paper Title https://arxiv.org/pdf/2406.14555v1

A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models

Contributors lmtrx-sys

License

This project is licensed under the MIT License

NOTE : Please feel free to correct me on the problems that you may encounter