Your question is Generative Models for Image Synthesis. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
You are working on a computer vision pipeline and want to improve the quality and diversity of synthesized images for downstream tasks such as augmentation, inpainting, or image generation.
Describe how generative models can be applied to enhance image synthesis in computer vision tasks.