https://github.com/microsoft/torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

computer-vision datasets deep-learning earth-observation geospatial models pytorch remote-sensing satellite-imagery torchvision transforms

Last synced: 18 May 2024

https://github.com/ChenDelong1999/RemoteCLIP

🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)

contrastive-language-image-pretraining remote-sensing vision-language

Last synced: 18 May 2024

https://github.com/mbzuai-oryx/GeoChat

GeoChat, the first grounded Large Vision Language Model for Remote Sensing [CVPR 2024]

remote-sensing vlm

Last synced: 18 May 2024

https://github.com/HSG-AIML/SSLTransformerRS

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

deep-learning earth-observation remote-sensing self-supervised-learning semantic-segmentation

Last synced: 18 May 2024

https://github.com/ViTAE-Transformer/Remote-Sensing-RVSA

The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"

deep-learning foundation-model object-detection remote-sensing self-supervised-learning semantic-segmentation transfer-learning

Last synced: 18 May 2024

https://github.com/RubenGres/Seg2Sat

Using StableDiffusion and ControlNet to generate synthetic aerial images

diffusion-models earth-observation remote-sensing stable-diffusion text-to-image

Last synced: 18 May 2024

https://github.com/om-ai-lab/RS5M

RS5M: a large-scale vision language dataset for remote sensing

foundation-models remote-sensing vision-and-language

Last synced: 18 May 2024

https://github.com/vladan-stojnic/CMC-RSSR

This repository contains the code and models from the paper "Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding".

classification contrastive-learning deep-learning paper remote-sensing self-supervised-learning

Last synced: 18 May 2024

https://github.com/aicip/Cross-Scale-MAE

Official Code of the paper "Cross-Scale MAE: A Tale of Multi-Scale Exploitation in Remote Sensing"

computer-vision masked-image-modeling remote-sensing representation-learning self-supervised-learning

Last synced: 18 May 2024

https://github.com/floatingstarZ/GeRSP

The official implementation of GeRSP (Generic Knowledge Boosted Pre-training For Remote Sensing Images).

gersp pre-training remote-sensing

Last synced: 18 May 2024

https://github.com/ZhAnGToNG1/transfer_learning_cspt

pytorch remote-sensing transfer-learning

Last synced: 18 May 2024