Update README.md

README.md

@@ -5,6 +5,12 @@
 # ViPer: Visual Personalization of Generative Models via Individual Preference Learning
 GitHub: https://github.com/sogandstorme/ViPer_Personalization
 
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/65e071d494c7b01c55483e7d/vISXj2qd9tL4v8VcxCrSW.png)
+
+## Example
+
+To use ViPer, start by cloning it from our GitHub page. For effective personalization, we recommend commenting on at least eight images.
+
 ```bash
 git clone https://github.com/sogandstorme/ViPer_Personalization.git
 cd ViPer_Personalization
@@ -22,41 +28,21 @@ from ViPer import (
     generate_images
 )
 
- comments = [
+# Ensure that the order of the comments matches the path of the images they refer to.
+
+comments = [
     "These are beautiful, intricate patterns. Very elegant, and the teal blue colors are lovely. I love the flowing lines.",
-    "I find the Pointillism pattern very interesting. I love it.",
-    "I love the transparent and multi-layered texture here. The lines are flowing and it feels free yet structured. It has a gloomy, haunted, mysterious vibe to it. And the colors? Purples and indigo blues are perfection!",
     "The colors here don't quite work for me. They feel a bit unmatched and artificial. The concept also seems a bit boring and artificial to me.",
-    "This piece feels too busy, and the colors don't seem to match at all. It feels a bit overwhelming to look at.",
-    "I really like the cyberpunk vibes here! The neon lighting is pretty cool to look at, and the mysterious, creepy vibes are so cool!",
-    "This piece doesn't resonate with me. I'm not a fan of naive art or vibrant colors. It feels lacking in skills to me.",
-    "I'm a bit conflicted about this one. I like how everything here feels like an illusion and how extreme the patterns are. It's both unsettling and nice. I just wish it wasn't so abstract.",
-    "Perfection! Such a beautiful combination of Art Nouveau and Steampunk! The dark gold, silver, and blue combination makes it feel so expensive. It feels like a mystical dream, and I love it.",
-    "This one isn't for me. The vibrant colors are too bright and overwhelming. The 3D effect isn't quite working for me either. The bright yellow is a bit too intense and realistic.",
-    "Gorgeous work! I love the dark Surrealism here! It feels so nightmarish and exciting! I do wish it had more colors though. A purple and blue palette would be awesome."
-]
+    ]
 
 image_paths = [
     "/images/6.png",
-    "/images/9.png",
-    "/images/13.png",
-    "/images/16.png",
-    "/images/18.png",
-    "/images/21.png",
-    "/images/55.png",
-    "/images/39.png",
-    "/images/42.png",
-    "/images/45.png",
-    "/images/22.png",
+    "/images/9.png"
 ]
 
 prompts = [
-    "Town, People walking in the streets",
     "Whimsical tea party in a bioluminescent forest",
-    "Tiny houses on top of each other above clouds",
-    "A person reaching for stars",
-    "Human in a frame",
-    "Happy cats"
+    "Tiny houses on top of each other above clouds"
 ]
 
 output_dir = "results/"