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IdentiFido

##Project Summary The goal of IdentiFido is to train a neural net on purebreed dogs. Once the neural net is trained, it will attempt to predict the composition of mixed breed dogs by similarity to purebreeds.

##Webapp - identifido.net Learn more about the project there, or submit your own pictures for classification.

##Repo Structure

  • app - contains all files associated with hoping the webapp
    • predict - all models/files used to predict on the webapp
    • static - static images/css
    • templates - html for webapp
  • aux_files - contains all the auxiliary files that didn't fit nicely in the other folders
  • model - contains the temporary and stored models as hdf5, as well as jsons of parameters and model training history
  • src - master scripts for model building and evaluation/visualization
    • image_utils - collection of scripts for preprocessing/moving images around
    • old_scripts - old scripts that are no longer used
    • pymodels - python files that contain the model architectures
  • todo - to do list

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Neural Net Capstone

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