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Pratyush Das's Projects

crop-type-mapping icon crop-type-mapping

Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification

deep-gapfill icon deep-gapfill

Mirror of https://gitlab.irstea.fr/remi.cresson/deep-gapfill

deepcropmapping icon deepcropmapping

Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic corn and soybean mapping".

ee-tensorflow-ts icon ee-tensorflow-ts

python notebooks for tensorflow time-series analysis with google earth engine

fieldrnn icon fieldrnn

Temporal Vegetation Classification with Recurrent Neural Networks

geonode icon geonode

GeoNode is an open source platform that facilitates the creation, sharing, and collaborative use of geospatial data.

mtlcc icon mtlcc

Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication

mtlcc-pytorch icon mtlcc-pytorch

A pytorch implementation of the (Tensorflow) MTLCC network implementation

otb-nix icon otb-nix

A Nix Flake configuration for building Orfeo Toolbox (OTB)

otbtf icon otbtf

Deep learning with otb (mirror of https://gitlab.irstea.fr/remi.cresson/otbtf)

pint icon pint

Operate and manipulate physical quantities in Python

sr4rs icon sr4rs

Super resolution for remote sensing

swot icon swot

Identify email addresses or domains names that belong to colleges or universities. Help automate the process of approving or rejecting academic discounts.

timeseriesai icon timeseriesai

Practical Deep Learning for Time Series / Sequential Data using fastai/ Pytorch

torchsat icon torchsat

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

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