Photorealism in Computer Vision
In this chapter, you will learn why we need photorealistic synthetic data in computer vision. Then, you will explore the main approaches to generating photorealistic synthetic data. After that, you will comprehend the main challenges and limitations. Although this chapter focuses on computer vision, the discussion can be generalized to other domains and applications.
In this chapter, we’re going to cover the following main topics:
- Synthetic data photorealism for computer vision
- Photorealism approaches
- Photorealism evaluation metrics
- Challenges and limitations of photorealistic synthetic data
