What is Controlnet? ControlNet is an artificial intelligence technology primarily used in visual content generation. It adds additional layers of control to a pre-trained model (like an image generator model) to make the visual modeling and editing process more precise. This allows the model to be directed in a more specific and defined way. Some key features of ControlNet include: Control and Guidance: It’s possible to direct the visual output based on certain user-defined attributes. For example, if a user provides just a sketch, contour, or another type of "guide," the model can use that as a basis to generate a realistic image. Integration with Different Modalities: ControlNet can be used not only for visual content creation but also for modifying details within an image or manipulating specific aspects of a visual. For instance, it can be used to change the style or composition of an image. High Flexibility and Customization: Users have more control over the output, which allows for a more tailored and unique result. This provides greater flexibility in the creative process. In summary, ControlNet is a tool that offers creators and artists more control and customization when directing and refining visual content.