Giter Club home page Giter Club logo

handwritten-digit-identification's Introduction

Handwritten-Digit-Identification

Automatic digit recognition is of popular interest today. Deep Learning techniques makes it possible for object recognition in image data. The MNIST handwritten digit classification problem is common in computer vision and deep learning. It can be used to identify hand-written digits ranging from 0-9. In terms of machine learning and computer vision, it is a classification problem, where the primary outcome is the identification and classification of handwritten digits by machines ranging from 0-9. Without further ado, lets dive into the dataset and preprocessing.

Table of Contents:

  • Using Tensorflow to identify Handwritten digits (MNIST data)
  • Problem Definition and Description
  • The Dataset
  • Pre-Processing
  • Exploratory data analysis
  • Model

handwritten-digit-identification's People

Contributors

ab28731 avatar arnavbalyan avatar

Stargazers

 avatar  avatar  avatar

Watchers

 avatar  avatar

Forkers

ab28731

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.