Doodle Dreamer is a web application that transforms user-generated drawings into artwork using AI image recognition and image generation technologies. This project integrates technologies like Stable Diffusion, ControlNet, and a Python-based Flask web framework to bring your doodles to life.
Check out this demo to see Doodle Dreamer in action:
demo.mp4
- Interactive Drawing Canvas: Draw directly onto the web interface with support for both mouse and touch inputs.
- AI-Enhanced Artwork Generation: Utilizes BLIP for image captioning and Stable Diffusion with ControlNet for transforming drawings into artistic masterpieces.
- User Control: Adjust parameters like 'Faithfulness to Source Image' and 'Number of Iterations' to influence the artistic process.
- Responsive Design: Compatible with various devices (mouse or touch input), enhancing accessibility and user experience.
Here are some examples created with Doodle Dreamer:
