Examples of problems with high dimensional data

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Examples of problems with high dimensional data
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Image Interpretation

• Assign semantic labelling to an image
• geometric information
• The license number is...'
• There are two horses, the white one is in front'
• The faces in the image are located...face 2 has
  a mustache, the distance between the eyes is...'
• The zipcode is ...'

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Other Object Types
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Detections
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Moving objects
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Detections
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Example of a training set
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Example of an image
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Distribution of faces gray level
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Lighting change
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Another example of training set
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Example of an image
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Another example
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Acoustic Data
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Neural Data