Git Product home page Git Product logo

kaggle-whales-caffe's Introduction

Kaggle-Whales-Caffe

Description

This is a translation into Caffe of Anil Thomas's Neon-based project for Kaggles Whale Detection Challenge.

Usage

This is a work in progress and most of the code will still require some of the Python scripts from Anil's repo

  1. Download and install Caffe. Check instructions here

  2. Create /train, /test and /traincrops directories using Anil's repo. All you need is call prep method in run.sh in his repo. Copy all three directories to data/ directory here. Also download sample_submission.csv file to data/.

  3. Declare CAFFE_ROOT environmental variable.

    export CAFFE_ROOT=/path/to/caffe/folder
    
  4. Call run.sh

    ./run.sh
    

TODO and Differences

  1. Need to write wrapper scripts to predict Bonnet and Head for test images; and crop test images (possibly using anlthm/whalw-2015/crop.py).

Acknowledements

Thanks Anil Thomas and Team Nervana for initial code. This project has started as a re-implentation of original code. Special Thanks to Praveen (https://github.com/opraveen) For developing critical components of the code.

kaggle-whales-caffe's People

Contributors

opraveen avatar sjuvekar avatar

Watchers

 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.