Git Product home page Git Product logo

digits2.0's Introduction

Digit Recognition via FCN

Map

To train:

  • Git clone and put it into CAFFE_ROOT/examples/;

  • Download the fcn-32s-pascalcontext.caffemodel here and move it into CAFFE_ROOT/models/fcn-32s-pascalcontext.caffemodel;

  • Download the dataset and put it into CAFFE_ROOT/data/;

  • Run CAFFE_ROOT/examples/digits2.0/covert.py for converting data into lmdb;

  • Run solve.py to start training.

To test:

  • Download the pre-trained model or train your own model as mentioned above;
  • Run CAFFE_ROOT/examples/digits2.0/test_fcn11_full.m(need Matlab and matcaffe);

Code base on caffe

Contributors: [email protected]

digits2.0's People

Contributors

crazyvertigo avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar  avatar

digits2.0's Issues

test图片识别率有点低

你好,我按照你分享的博客的方法进行了一次实验,我发现测试结果不怎么理想,不知道是否是我方法有误,还请指点,谢谢了。比如image18_1,19_1,20_1这三张图片是几乎一样的图片,角度有些许差异,模型的效果就差别很大,尤其是20_1这个几乎没有倾斜的照片,识别结果最差,不知道你有没有测试过这几张照片,是否也是这个样子。

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.