GithubHelp home page GithubHelp logo

nikhilroxtomar / skin-lesion-segmentation-in-tensorflow-2.0 Goto Github PK

View Code? Open in Web Editor NEW
9.0 1.0 3.0 2.57 MB

This repository contains the code for semantic segmentation of the skin lesions on the ISIC-2018 dataset using TensorFlow 2.0.

Python 100.00%
unet-image-segmentation tensorflow image-segmentation-tensorflow skin-cancer-segmentation skin-lesion-segmentation isic-2018

skin-lesion-segmentation-in-tensorflow-2.0's Introduction

Skin-Lesion-Segmentation-in-TensorFlow-2.0

This repository contains the code for semantic segmentation of the skin lesions on the ISIC-2018 dataset using TensorFlow 2.0 framework. The following models are used:

Models to be used in future:

  • DEEPLABV3+
  • more...

Dataset

The ISIC-2018 dataset is used for this for training the UNET architecture. The dataset contains the 2596 pairs of images and masks. All of these images are of different shapes and contains a variety of skin lesions.

Original Image Mask Image

skin-lesion-segmentation-in-tensorflow-2.0's People

Contributors

nikhilroxtomar avatar

Stargazers

avatar avatar avatar avatar avatar avatar avatar avatar avatar

Watchers

avatar

Forkers

sumesh1 dev-dtech jasurbek-1997

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.