The Role of Datasets in AI Image Generation
Datasets are the foundation of AI image generation. Without high-quality and diverse datasets, AI cannot learn to produce realistic or creative images. These datasets often include millions of photographs, illustrations, and digital artworks, categorized by objects, styles, and settings.
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Curating datasets involves collecting and labeling images to ensure the AI can recognize patterns. For example, a dataset for wildlife art might include thousands of labeled images of animals in different environments. Ethical considerations also play a role, such as avoiding biased or inappropriate data.