Giter Club home page Giter Club logo

colorizer's Introduction

colorizer

This is a fun competition to color images.

There are two scripts

  • color.py training code
  • run.py run script

The python script color.py is scaffolding code to automatically load images of flower in black and white and try to learn a network to predict the original color image. We download some validation data to a directory called test, please don't modify that directory.

You are welcome to use other ML architectures besides keras, but please use wandb.log({"loss": loss}) so that we can see your performance.

At the end of the day, we will try your models on new sample images, so please make sure run.py <model_path> <input_img_path> <output_img_path> produces nice output and save your model in your wandb directory (our callback will do this autmatically).

Things to try:

  • Fancier architectures
  • Different loss functions
  • Data augmentation
  • More training data?

colorizer's People

Contributors

lukas avatar

Stargazers

 avatar

Watchers

 avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.