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Lucas de Vries - NEAT for real-time Object Recognition

Folder objectrecognition:

  • neat - neat-python dependencies
  • object - code to process images and train using NEAT

TODO:

  • Use more samples
  • Use train and test set
  • Save best fit individual
  • Find a better way to document all results
  • Implement a better visualization to use for all results
  • Find out which samples (pos/neg) are the most problematic
  • Decrease number of inputs - 50?
  • Use different convolutional filters
  • Use normal (wide angle) images
  • Use soft max layer?
  • Change path checkpoints and add .gitignore

TODO report:

  • Write introduction to NEAT
  • ...