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Writes a poem based on a submitted image

Home Page: https://devpost.com/software/hack-the-north-2018-04nl3h

JavaScript 16.83% Python 83.17%
machine-learning keras-tensorflow keras keras-neural-networks lstm-neural-networks keras-lstm html css javascript nodejs flask poetry poetry-generator

photo-poet's Introduction

Photo Poet

Writes a poem based on a submitted image

(Still in progress)

photo-poet's People

Contributors

anshkuckreja avatar hyper-neutrino avatar kaisjessa avatar

Stargazers

 avatar  avatar

Watchers

 avatar

Forkers

shrimv

photo-poet's Issues

Training Data

Find better training data suitible for a word prediction model

Windows localhost

Get localhost to work on Windows (change python to python3 in command prompt)

Familiar words

Ensure feature input is present in the training data, otherwise, use the next highest feature

Add links

Add the links for the icons at the bottom of the website

Feature array

Return an array of features instead of just the top feature so that the model can write poetry based on multiple features

Update model

Save the model in a format compatible with Tensorflow JS

  • Find better training data
  • Pre-process data for word prediction (instead of character prediction)
  • Fully train model
  • Test model
  • Convert model to Tensorflow.js compatible format

Combine servers

Combine the Node and Flask hosting scripts into "hosting.js" (one JS file)

  • Add Tensorflow.js model to script
  • Write script to make predictions through JS model
  • Delete Flask server

Host website online

  • Determine hosting service
  • Add files to host
  • Connect domain
  • Add link to GitHub repository description

Update description

Update the description of the website once the model changes (including explaining how the model works)

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