Synthetic Data for Deep Learning

1. Introduction.- 2. Synthetic data for basic computer vision problems.- 3. Synthetic simulated environments.- 4. Synthetic data outside computer vision.- 5. Directions in synthetic data development.- 6. Synthetic-to-real domain adaptation and refinement.- 7. Privacy guarantees in synthetic data.- 8. Promising directions for future work.- Conclusion.- References.