From the course: The AI Ecosystem for Developers: Models, Datasets, and APIs

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Foundational AI image datasets

Foundational AI image datasets

From the course: The AI Ecosystem for Developers: Models, Datasets, and APIs

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Foundational AI image datasets

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- [Instructor] There has been a lot of interesting work done with images in AI. This means there are several image data sets available. In this video, we will explore a range of foundational AI image datasets together. Foundational datasets are datasets that serve as the basis for training, evaluating, and benchmarking AI models. They are well established, widely used in research, and often designed to cover fundamental tasks. The key characteristics of foundational datasets are broad applicability. They are used across multiple AI applications and research areas. They are well documented and created. Often created with standardized labeling and annotation. They are used as benchmarking standards. That means they serve as reference point to compare model performance. They're publicly available, typically freely accessible for researchers and developers to experiment with, and many of them have historical significance. That means they have played a key role in advancing AI techniques…

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