Applications of Deep Learning

• Speech Recognition
  • Understand the speech, translate to other languages and speech synthesis

• Computer Vision

  • Recognition (what is in the image)
  • Localization (finding the object if interest in an image)
  • Detection (cat, dog, duck)

  • Segmentation (mark the boundaries of a particular object (semantic segmentation))

  • Human pose estimation (where are the huma body parts)

  • Image captioning
• Natural Language Processing (NLP)
  • Represetation of a language (word2vec) similar words mapped close to each other in vector space
  • Machine translation