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| title: LEDITS | |
| emoji: ✏️ | |
| colorFrom: gray | |
| colorTo: blue | |
| sdk: gradio | |
| sdk_version: 3.36.1 | |
| app_file: app.py | |
| pinned: true | |
| This is the repository for [LEDITS - Real Image Latent Editing with Edit Friendly DDPM and Semantic Guidance](arxiv.org/abs/2307.00522). More information about the technique [here](https://editing-images-project.hf.space) | |
| 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 | |