This tutorial explores using Google's Gemini LLM for detailed video analysis in mixed martial arts (MMA), focusing on a multi-agent workflow that leverages specialist prompts for different fighting disciplines. It covers creating second-by-second breakdowns of fight segments and synthesizing insights from striking, grappling, submission, and movement analyses into comprehensive tactical overviews. The approach utilizes Gemini's long-context capabilities to provide nuanced understanding beyond generalist analysis, with potential applications in various video content domains requiring detailed temporal event extraction. Detailed prompts and Pydantic models are shared for replicating the workflow.
Read the full article at Towards AI - Medium
Want to create content about this topic? Use Nemati AI tools to generate articles, social posts, and more.
