Source: Microsoft Research AI
MMCTAgent, built on Microsoft’s AutoGen, aims to tackle the challenges of analyzing long-form videos and extensive image libraries by providing a structured reasoning framework. It uses modality-specific agents, including ImageAgent and VideoAgent, to enable iterative and precise reasoning over visual data.
The architecture divides the reasoning process into planning and critique phases, enhancing the model’s ability to refine answers for accuracy. By including tools for video ingestion and image analysis, MMCTAgent demonstrates its adaptability across various domains. The model supports enhanced reasoning workflows, aiming for future applications beyond its current evaluations in agriculture.
👉 Pročitaj original: Microsoft Research AI
