scheibenreif

GDA

Code repository for "Parameter Efficient Self-supervised Geospatial Domain Adaptation", CVPR 2024

Global-NO2-Estimation

Code repository for "Toward Global Estimation of Ground-Level NO2 Pollution With Deep Learning and Remote Sensing", IEEE TGSRS, 2022

IGARSS2023_EfficientDeepLearningEO

Course materials for the IGARSS 2023 Tutorial "Efficient Deep Learning for Earth Observation"

MaskedSST

Code repository for Scheibenreif, L., Mommert, M., & Borth, D. (2023). Masked Vision Transformers for Hyperspectral Image Classification, In CVPRW EarthVision 2023

RemoteSensingNO2Estimation

Estimation of Air Pollution with Remote Sensing Data: Revealing Greenhouse Gas Emissions from Space, presented at Tackling Climate Change with Machine Learning workshop at ICML 2021.

SSLTransformerRS

Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 - Best Student Paper Award

FunFamsConsensus-1

Provides functionality to compute the binding residue similarity of sequences in the FunFam dataset.

GDA

Code repository for the CVPR 2024 paper "Parameter Efficient Self-supervised Geospatial Domain Adaptation".

Global-NO2-Estimation

IGARSS2023_EfficientDeepLearningEO

Course materials for the IGARSS 2023 Tutorial "Efficient Deep Learning for Earth Observation"

scheibenreif/Global-NO2-Estimation

scheibenreif/FunFamsConsensus-1

Provides functionality to compute the binding residue similarity of sequences in the FunFam dataset.

scheibenreif/GDA

Code repository for the CVPR 2024 paper "Parameter Efficient Self-supervised Geospatial Domain Adaptation".

scheibenreif/IGARSS2023_EfficientDeepLearningEO

Course materials for the IGARSS 2023 Tutorial "Efficient Deep Learning for Earth Observation"

scheibenreif/IndustrialSmokePlumeDetection

Characterization of Industrial Smoke Plumes from Remote Sensing Data, presented at Tackling Climate Change with Machine Learning workshop at NeurIPS 2020.

scheibenreif/lightly

A python library for self-supervised learning on images.

scheibenreif/MaskedSST

scheibenreif/NO2-dataset

scheibenreif/osmnx

OSMnx: Python for street networks. Retrieve, model, analyze, and visualize street networks and other spatial data from OpenStreetMap.

scheibenreif/RemoteSensingNO2Estimation

Estimation of Air Pollution with Remote Sensing Data: Revealing Greenhouse Gas Emissions from Space, presented at Tackling Climate Change with Machine Learning workshop at ICML 2021.

scheibenreif/scheibenreif.github.io

scheibenreif/sentinelsat

Search and download Copernicus Sentinel satellite images

scheibenreif/SSLTransformerRS-1

Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision workshop - Best Student Paper Award

scheibenreif/tool-tracking

scheibenreif/vicreg

VICReg official code base

scheibenreif/vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch