Comet-AI/Comet.Box

Add Face Emotion Detection without a neural Network

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Problem Statement :
Given a data set consisting of facial images and their sketches, retrieve all images (real and /or sketch) which are similar to the given test image, along with attributes of the image such as expression.

Non-neural network approach:

  • K Nearest Neighbours (with k = 5, minkowski distance with p = 2)
  • Support Vector Machine (linear kernel)
  • Naive Bayes (Gaussian with variance 10^-9)
  • Decision Tree
  • Random Forest (n = 10)

I'd Like to work on this issue as part of GSSOC-21