Course Description
Beyond simple text-to-image. ControlNet: conditioning on edges, depth maps, poses, segmentation maps. LoRA for image generation: concept fine-tuning, style transfer, character consistency. IP-Adapter and image-conditioned generation. Inpainting, outpainting, and img2img workflows. ComfyUI node-based pipelines. Quality evaluation: FID, CLIP score, human preference models. Students build complete production generation pipelines.