Generative AI

In Generative AI, models create new data based on the underlying pattern from the training data.

Image generation

In image generation, we generally use text-to-image models to create new images from scratch. Sometime, text can be replaced by image as input.

Metrics

• Inception Score – Less favored because of its limitations
• Fréchet Inception Distance – Compare generated images vs. images from dataset

Resources

• arXiv:2304.06632 – AI-Generated Content (AIGC): A Survey