How Generative Artificial Intelligence impacts Bio-image Data Science

In  this slide deck we dive into generative artificial intelligence for bio-image data analysis and discuss limitations and opportunities. We'll use large language models and vision language models for

• Counting objects in images
• Deciding what algorithms to use for processing images
• Writing code for image analysis

Finally, we'll look into AI agents analysing image data automatically. Related exercises can be found online: https://scads.github.io/llm-data-analysis-2026