Update README.md

README.md

@@ -9,4 +9,11 @@ app_file: app.py
 pinned: true
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-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+This is the repository for LEDIS - Real Image Latent Editing with Edit Friendly DDPM and Semantic Guidance.  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 LEDIS
+- `utils.py` - generic useful utils for the app