UniControl
Explore UniControl, a unified diffusion model enabling controllable visual generation for various tasks within one framework. It achieves pixel-level precision by combining visual conditions for structural guidance and language prompts for style. By leveraging pretrained text-to-image models and a task-specific HyperNet, UniControl efficiently handles diverse condition-to-image tasks. This framework outperforms single-task models of similar sizes, representing a significant advancement in visual generation. Access includes open-source code, model checkpoints, and datasets for further exploration.