Explain the role of data preprocessing in Multimodal AI systems.
Instruction: Discuss the importance and methods of data preprocessing specific to handling multiple modes of data.
Context: This question assesses the candidate's understanding of the initial critical steps in building a Multimodal AI system and their ability to manage diverse data types effectively.
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Preprocessing in multimodal systems does more than clean individual inputs. It makes modalities comparable enough to learn from together...