The task was to make a pipeline to bring the application to WebUi. I used several basic checkpoint models, as well as LoRa and ControlNets models. I chose parameters for each style and tested a lot on original photos of houses that the client sent me. After that I gave the settings file to the client and he tried to do it on his computer in the pre-installed "Stable Diffusion". On the video you can see "Before and After" how I made pictures from photos in certain styles: 1. Cartoon 2. Watercolor 3. Oil paints 4. Sketch 5.Lineart