Update README.md to include images and remove notes

Removed setup notes for LibTorch C++ and added images.

Author: Eamon2009

README.md

@@ -1,7 +1,4 @@
 # Quadtrix.cpp
+---
 <img width="934" height="239" alt="image" src="https://github.com/user-attachments/assets/7470b7db-1c5a-4695-8a38-fe8292a19986" />
-
-LibTorch C++ setup notes are in [TORCH_CPP_README.md](/C:/Users/Admin/Documents/GitHub/Quadtrix.cpp/TORCH_CPP_README.md).
-
-If you use `MinGW.org GCC-6.3.0-1`, read that file first because the Torch C++ target on Windows needs a different toolchain.
-
+<img width="2684" height="814" alt="quadtrix_training_report" src="https://github.com/user-attachments/assets/19b44a40-ef88-462e-9e7d-fe7433701249" />