Project Odin

What is Project Odin ?

Project Odin is a Facebook Chatbot that can do Neural Style Transfer

What is Neural Style Transfer ?

Neural Style Transfer is an algorithm using Deep Learning Model to "repaint" an image refer to a given style.

Watch demo videos on YouTube!

Screenshots

System Framework

Neural Style Transfer System

Fast Neural Style

Loss Network(We use VGG-19 instead of VGG16)

Image Generation

FSM Graph

States

• Init : Initial state
• Welcome : Send Welcome template to user
• Transfer : Send Style images to user
• Style : Ask user to upload an image
• Image : Transfer the image
• Finish : Say goodbye to user
• Examples : Send an example template to user
• About : Send a link to this repo to user

Conditions

• is_going_to_Welcome : Check if the user sent the magic word Hi
• is_going_to_Transfer ： If the user hit Start! button from welcome screen
• is_going_to_Style : Check if the user entered the right index of style images (must be 1~5)
• is_going_to_Image : Check if the user uploaded an image to transfer
• is_going_to_About : If the user hit About button from welcome screen
• is_going_to_Examples : If the user hit Examples button from welcome screen

Reference

• Great Explanation of Artistic Style Transfer with Deep Neural Networks
• Original Paper : Perceptual Losses for Real-Time Style Transfer and Super-Resolution
• from lengstrom

Citation

  @misc{engstrom2016faststyletransfer,
    author = {Logan Engstrom},
    title = {Fast Style Transfer},
    year = {2016},
    howpublished = {\url{https://github.com/lengstrom/fast-style-transfer/}},
    note = {commit xxxxxxx}
  }