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vishalned/README.md

Hi there, I'm Vishal! 👋

I am currently a PhD student at Wageningen University and Research in the AIN Department. I am supervised by Ioannis N. Athanasiadis and Marc Rußwurm. My PhD is on Distribution Shifts and Transfer Learning in Remote Sensing and Agricultural Applications. I try and solve this with Foundation Models and attempt to understand more about large pretrained models and their embeddings.

💻 Technical Toolbox

Category Tools & Languages
Languages Python
Cloud/DevOps Git, Docker
Data/ML Torch (and other related libraries like hydra, lightning, numpy etc

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  1. MMEarth-data MMEarth-data Public

    This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning"

    Python 86 6

  2. MMEarth-train MMEarth-train Public

    This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning"

    Python 65 8

  3. AirCast AirCast Public

    Python 10 1