Synthetic data as a solution

Then, we introduced synthetic data as a solution to these complex issues and problems (Chapters 4 and 5). Following this, we explored various well-known approaches to generating synthetic data (Part 3). We delved into utilizing simulators and game engines to generate synthetic data (Chapter 6). Then, we explored GANs in detail (Chapter 7). Later, in our exploration of a novel synthetic data generation approach, we uncovered valuable insights about utilizing video games as a source of synthetic data (Chapter 8). Finally, we extensively studied diffusion models and explored their diverse applications for synthetic data generation (Chapter 9).