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project_ideas.md

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#Project ideas

##Data processing

  • spike detection in electrophysiological data
  • some visualizations with statistical databases (e.g. Eurostat), Benford law
  • network analysis with the python module "wikipedia"

##Image processing

  • object tracking with opencv (e.g. a flock of birds in a youtube video)
  • blob detection (size distribution of moon craters, intensity distribution of galaxies in Hubble Ultra-Deep Field image)
  • event detection (cars, heart-rate)
  • video stabilization
  • webcam game (e.g. gesture-controlled Pong)

##Sound processing

  • audio data transmission
  • statistical characterization of noise (crackling noise of fire, noise of breaking waves, noise of rain)
  • time analysis of a dripping faucet
  • beat variations in human vs artificial music
  • advanced: sonar

##Text processing

  • identify the author of a text
  • text generating markov model
  • frequency distribution of words (Zipf's law)
  • DNA sequence analysis

##Simulations:

  • Ising model
  • random walk
  • Hebbian Learning/Hopfield network
  • Leaky integrate and fire model
  • particles in a gravity field (three body problem)
  • bird/fish swarm
  • spatial game theory
  • sandpile model
  • Lorentz attractor
  • Julia set
  • voters model
  • Lotka Volterra model
  • logistic map / Feigenbaum diagram
  • Forest-fire model
  • Conway's Game of Life