Synthetic Data - Universiste for Artificial Intelligence
What is synthetic data? Why is synthetic data important? Advantages of synthetic data Use cases for synthetic data Generative AI, CGI and synthetic data Generative Adversarial Networks (GANs) The future of synthetic data What is synthetic data? Synthetic data is computer-generated data that models the real world. Synthetic data and generative artificial intelligence (AI) datasets have emerged as a disruptive new approach to solving the data problem in computer vision (CV) and machine learning (ML). By coupling visual effects (VFX) and gaming technologies with new generative artificial intelligence (AI) models, companies can now create data that mimics the natural world. This new approach to training machine learning models can create vast amounts of photorealistic labeled data at orders of magnitude faster speed and reduced cost. Collecting, labeling, training, and deploying data and datasets is difficult, costly, and time-consuming for users. Multiple surveys have uncovered that artif...