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Synthetic Data Approaches

Vendors in the AI space are differentiating themselves through various approaches to synthetic data, focusing on data types such as images and text. Three primary methods emerge: programmatic, simulated, and GAN-based, each offering unique capabilities. While simulated data provides realistic environments, GANs can generate entirely new items, like non-existent purses, showcasing the expansive potential of synthetic data in diverse applications.