README.md

metadata

title: LEDITS
emoji: ✏️
colorFrom: gray
colorTo: blue
sdk: gradio
sdk_version: 3.36.1
app_file: app.py
pinned: true
duplicated_from: editing-images/ledits

This is the repository for LEDITS - Real Image Latent Editing with Edit Friendly DDPM and Semantic Guidance. More information about the technique here

This repository contains the following relevant files:

• app.py - Gradio application for the inversion technique combining uploading an image, captioning it, doing the DDPM Inversion and applying SEGA concepts to the editing.
• constants.py - default config values for the app.py
• inversion_utils.py - utilities for providing the DDPM Inversion
• modified_pipeline_semantic_stable_diffusion.py - modified pipeline of SEGA for the purposes of LEDITS
• utils.py - generic useful utils for the app