Agentic Vision in Gemini – Visual reasoning enhanced by code execution

Summary: Agentic Vision in Gemini 3 Flash transforms image understanding into an active process by integrating visual reasoning with code execution. It generates and runs scripts, like OpenCV Python code, to analyze images precisely, improving accuracy over traditional visual models.

What it does

It interprets visual tasks by reasoning about image data and autonomously writing code to execute solutions, such as filtering pixels and detecting contours for accurate object counting.

Who it's for

Developers and researchers needing precise visual analysis that combines perception with programmable actions.

Why it matters

It addresses the limitations of approximate visual recognition by enabling exact, code-driven image processing for real-world applications.