Exploring the Synergy: A Comprehensive Guide to Generative AI in Computer Vision
In Computer Vision, high-quality data is essential for progress. Researchers and developers need diverse, well-annotated datasets to build accurate and effective Computer Vision models. However, as visual tasks become more complex, obtaining sufficient data has become increasingly challenging.
Generative AI techniques offer a promising solution to these data challenges in Computer Vision. Our eBook, “Exploring the Synergy: A Comprehensive Guide to Generative AI in Computer Vision“, explores how this technology is improving visual AI applications.
In this eBook, you'll find:
- The rise of Generative AI and its important role in addressing data scarcity
- How GANs and VAEs are powering a new era of image generation and enhancement
- The innovative applications of Generative AI models in Data augmentation and Synthesis
- Real-world use cases across healthcare, autonomous vehicles, entertainment, and so on
- The future directions and challenges facing Generative AI and Computer Vision