Interacting with the environment

Understanding Artificial Intelligence

Maarten Van den Broeck

Senior Content Developer at DataCamp

AI functions and areas involved

AI functions and areas involved

Understanding Artificial Intelligence

AI functions and areas involved

AI functions and areas involved

Understanding Artificial Intelligence

Computer vision

  • Image processing: intelligently enhance images and video
  • Object detection: identify subjects in images/video for surveillance, logistics, etc.
  • Motion analysis: extract motion information like speed and direction of objects
  • Image and video generation: create realistic visual data from human text

Computer vision examples

Understanding Artificial Intelligence

Natural Language Processing (NLP)

  • Text-based
    • Text classification
    • Sentiment analysis: extract positive and negative feelings in text, e.g. customer reviews.
    • Question answering (chatbots)
    • Text summarization
  • Speech-based
    • Text-to-speech
    • Speech-to-text

NLP Examples

Understanding Artificial Intelligence

Robotics

  • Combine computer vision and NLP

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  • Sensing and perception: collecting data or perceiving signals
  • Mobility: moving in the environment guided by perceptions of surroundings
  • Manipulation: the robot modifies its environment
  • Human-robot interaction: e.g. conversational robots endowed with NLP

Robotics examples

Understanding Artificial Intelligence

Let's practice!

Understanding Artificial Intelligence

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