Update README.md

README.md

@@ -6,9 +6,6 @@ tags:
 - flux
 - blender
 - upscaler
-widget:
-- output:
-    url: https://huggingface.co/n1x-ax/blender-ai-render/blob/main/ai_render3.png
 ---
 # What is Neural Render?
 Neural Render is a Blender add-on that integrates AI models from Replicate into your Blender workflow. It allows you to process rendered images with AI, enhancing their quality and resolution or generating new images based on your renders directly within Blender.
@@ -18,10 +15,25 @@ Neural Render is a Blender add-on that integrates AI models from Replicate into
 **Why Replicate?**
 While we can use local models for inference, making the project truly open-source, the first version was built on top of Replicate – cloud computing provider, to ensure we can run any models in the cloud with great speed and quality. I plan to publish updates on this workflow when we’ll be closer to on-device image inference.
 
-### Render Will Never Be The Same
+## Render Will Never Be The Same
 While traditional render still is very important and nothing can be compared to its flexibility, there are already many applications AI render could be better, or even replace the traditional approach. I will show you some of the recently discovered.
 
-Current Features:
+### Pre-Visualization
+With no need to spend hours in light and textures research, we can quickly visualize any scene with the needed textures, light, environment, and anything we can imagine to get the final look we wanted to see. Here is an example based on this scene from Skethfab.
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6677021c14e2aebef8723ef8/Hoe8FUFL-N2_m__eTnTxE.png)
+
+### Proof Of Concept
+When it’s too lazy to model a whole scene, make a layout, or create detailed models, we can visualize a whole picture by rendering simple blocking with a single prompt, while experimenting with its variations by toggling parameters.
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6677021c14e2aebef8723ef8/L6TbIZBed0m3PXAsFpRAs.png)
+
+### AI Render As Art
+For art creators, it could be the best way to create something truly magical, by turning 3D scenes into dozens of creative variations, reimagining them, or totally distracting the reality with AI capabilities within Blender scenes.
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6677021c14e2aebef8723ef8/CH_HY3CNMErKUGp0Qs42p.png)
+
+### Current Features:
 - Upscale and enhance rendered images using Clarity Upscaler
 - Generate new images based on your renders using Control Net
 - Customizable parameters for AI processing
@@ -33,7 +45,7 @@ Current Features:
 
 [Blender Neural Render On GitHub](https://github.com/n1x-ax/Neural-Render)
 
-### Installation
+## Installation
 - Download the addon ZIP file
 - In Blender, go to Edit > Preferences > Add-ons
 - Click "Install" and select the downloaded ZIP file
@@ -83,7 +95,7 @@ These methods should install the necessary 'replicate' package in Blender's Pyth
 - Replicate account
 - Replicate API key
 
-### Credits
+## Credits
 - Developed by Alex Nix
 - Powered by Replicate and the Clarity Upscaler model
 - Built for Blender, the free and open source 3D creation suite