This app for iOS devices demonstrates on-device image relighting and recoloring using Stable Diffusion with ControlNet, powered by Apple's Core ML framework. Leveraging ml-core allows the app to run ML models directly on the device, without the need for a remote server. Fine tuning can be tricky with models that utilize controlnet, showing the potential and challenges of advanced, on-device generative AI for creative applications.