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Multimodal AI UPSC NOTE

 What is Multimodal AI

  • Multimodal AI is a type of artificial intelligence that can process, understand, and/or generate outputs for more than one type of data

  • Modality refers to the way in which something exists, is experienced, or is expressed.

  • In the context of machine learning and artificial intelligence, modality specifically refers to a data type. Examples of data modalities include:

  1. Text

  2. Images

  3. Audio

  4. Video

  5. Touch

Multimodal Health care

  1. Smell

  2. Taste

Applications of multimodal AI

Some examples of multimodal AI applications include:

  • Machine translation:

  • Image and video captioning: 

  • Medical diagnosis: 

  • Human-computer interaction: 

Why Multimodal is important.

  • It allows computers to process and understand information in a way that is more similar to how humans do. 

  • Multimodal AI systems can do the same as Humans naturally communicate.

  • This  makes them more powerful and versatile than traditional AI systems that are trained on a single modality of data.



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Learnerz IAS | Concept oriented UPSC Classes in Malayalam: Multimodal AI UPSC NOTE
Multimodal AI UPSC NOTE
Learnerz IAS | Concept oriented UPSC Classes in Malayalam
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