AI Drawing Generator is a tool that uses artificial intelligence to turn simple scribbles into detailed images. It leverages an advanced AI technology called ControlNet, introduced by Lvmin Zhang and Maneesh Agrawala, to enhance pretrained diffusion models, lending robustness and adaptability to handle large datasets.

This AI model uses task-specific conditions in an end-to-end manner, demonstrating promising results even when the training dataset is limited. It's adaptable for handling a diverse range of elements including segmentation maps, edge maps, and keypoints, thus broadening its use cases.

The tool exhibits compatibility with different diffusion models and external dependencies for creating auxiliary conditioning and to enhance its capabilities.

To use AI Drawing Generator, the user uploads scribbled drawings and gives a detailed description for better image generation, after which the model processes the content and generates the images for download.

It is important to note that the tool is in its research preview stage and is primarily meant for educational and creative purposes. The generated images should be used in accordance with its usage license and relevant policies.