This project generates ultra-realistic images using Stable Diffusion XL and optionally enhances them with Real-ESRGAN for super-resolution. It allows flexible image generation from text prompts, with or without additional resolution enhancements. Designed for use on Colab with GPU support.

Dataset: https://www.kaggle.com/datasets/juliancamilovelandia/logos-with-white-background?select=dataset_annotations_descriptions.json