Update README.md

README.md

@@ -6,36 +6,86 @@ tags:
   - template:diffusion-lora
 widget:
 - output:
-    url: images/photo-collage.png671.webp
+    url: images/demo1.png
   text: blonde woman with dark roots, sitting on bench, transfer the outfit
 - output:
-    url: images/photo-collage.png(65)(1).png
+    url: images/demo2.webp
   text: blonde woman with dark roots, sitting on bench, transfer the outfit
 - output:
-    url: images/photo-collage.png(70).png
-  text: '-'
+    url: images/demo3.png
+  text: asian woman sitting on tree
 - output:
-    url: images/photo-collage.png(70).png
-  text: '-'
+    url: images/demo4.png
+  text: arab woman sitting near pyramid entrance
 base_model: krea/Krea-2-Raw
 instance_prompt: edit, outfit, clothes
 
 ---
 # Krea 2 Edit Outfit Transfer
 
+LoRA for **Krea 2 Edit** that enables outfit transfer from a reference image.
+
 <Gallery />
 
+## Features
+
+- Transfer clothing from a reference image
+- Works with Krea 2 Edit workflows
+- Preserves the generated character while applying the reference outfit
+- Best results with female outfits
+
+## Trigger
+
+Include the following phrase in your prompt:
+
+```
+transfer the outfit
+```
+
+Example:
+
+```
+blonde woman with dark roots, sitting on a park bench, transfer the outfit
+```
+
+## Requirements
+
+This LoRA requires one of the following custom ComfyUI nodes:
+
+- https://github.com/lbouaraba/comfyui-krea2edit
+- https://github.com/ostris/ComfyUI-Krea2-Ostris-Edit
+
+It also requires outfit reference images in the expected format.
+
+Example dataset:
+
+https://huggingface.co/datasets/AliveAi/outfits
+
+## Workflows
+
+Two workflows are provided:
+
+- **t2i_outfit_reference.json**
+  - Uses `comfyui-krea2edit`
+  - Best outfit accuracy
+  - Slower
 
-## Trigger words
+- **Krea2_Ostris_Edit_outfit.json**
+  - Uses `ComfyUI-Krea2-Ostris-Edit`
+  - Much faster
+  - Slightly lower outfit adherence
 
-You should use `edit` to trigger the image generation.
+## Known Limitations
 
-You should use `outfit` to trigger the image generation.
+- Primarily trained on female outfits.
+- May occasionally generate two people. If this happens, try a different seed or explicitly prompt for a **single person**.
 
-You should use `clothes` to trigger the image generation.
+## Download
 
+Download the latest model from the **Files & versions** tab.
 
-## Download model
+## Tip
 
+Need outfit reference images? You can generate them with **[AliveAI.app](https://aliveai.app)**.
 
-[Download](/AliveAi/Krea-2-Edit-Outfit-Transfer/tree/main) them in the Files & versions tab.
+If you prefer a web-based experience, the complete outfit transfer workflow is also available directly on AliveAI.app.