Coder Social home page Coder Social logo

adebowaledaniel / sits-change-detection Goto Github PK

View Code? Open in Web Editor NEW
4.0 3.0 2.0 66.88 MB

Detecting Land Cover Changes Between Satellite Image Time Series By Exploiting Self-Supervised Representation Learning Capabilities

Python 100.00%
change-detection contrastive-learning land-cover-classification satellite-image-time-series self-supervised-learning

sits-change-detection's People

Contributors

adebowaledaniel avatar

Stargazers

 avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

sits-change-detection's Issues

Data Format?

Hello,

Thanks for the thorough implementation of your work.

I have one question though, I took a look at your sample data but I am confused by the format. How does the sample data represent an image?
I know you took inspiration from here: https://github.com/VSainteuf/pytorch-psetae#data-format
which uses TxCxS (# of temporal observations x # of channels x # of pixels), but each sample is 53 x 10.

Correct me if I'm wrong, but I assume there's 10 channels and 53 temporal observations. Does each sample represent a pixel in an image?

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.