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Scene_class

Caffe/OpenCV pipeline for classifying and describing scenes for cognitive research.

I made this as a work project to get some sensible images for a visual search-type experiment.

You can see how it works in the 'Scene_class.ipynb' notebook. All paths are absolute to my local machine at this point, and you will probably have to work to get all dependencies running - I used Ubuntu 16.04 as my OS.

alt text

Requirements

  • OpenCV3 (and dependencies)
  • Python2.7 (I used Anaconda)
  • Jupyter
  • Caffe (and dependencies)
    • pycaffe

Stimuli

These are downloaded from the Places2 database, I have used the test set, but you can use anything really.

  • run: 'sh get_places2_test.sh' to get the ~20 Gb dataset.