Giter Club home page Giter Club logo

capture-it-openly's Introduction

# Capture-it-openly πŸ“· Team Bytezz ✨ presents the project πŸ’» Capture it Openly made during 48 hours of Hackathon- Electrothon3.0 conducted by SPEC, NIT Hamirpur under the Human Removal Foreground Challenge(Organisational Problem Statement from Spyne.ai)

What we Did?

We have developed an effective solution to facilitate picture πŸ“· capturing so that people can freely capture and edit according to their own wishes by removing the unwanted part without reducing the quality image. This has been achieved using Semantic Segmentation,Floodfill Function and GANS Model

Our Approach:

We trained a semantic segmentation model that automatically creates the mask over the subjects of the image that improves user-experience

Our Model's output

Applied floodfill function on our model’s output that helps the user to keep the main subject of the image.

Floodfill

Currently,we are working on data set of CGANS Model

**References πŸ“ we have taken:

Semantic Segmentation Study Source

Convolutional Networks for Biomedical Image Segmentation

Semantic Segmentation

capture-it-openly's People

Contributors

vishal9629 avatar abhinav9629 avatar garimaa-goyal avatar kanishkaditya avatar

Stargazers

 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    πŸ–– 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. πŸ“ŠπŸ“ˆπŸŽ‰

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.