Ecosyste.ms: Summary
An open API service providing a high level summary for open source projects.
Collections: Awesome Remote Sensing Foundation Models
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: 05 May 2024
https://github.com/ServiceNow/geo-bench
GEO-Bench: Toward Foundation Models for Earth Monitoring
Last synced: 05 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: 05 May 2024
https://github.com/zhu-xlab/SSL4EO-S12
SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
Last synced: 05 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: 05 May 2024
https://github.com/nasaharvest/presto
Lightweight, Pre-trained Transformers for Remote Sensing Timeseries
Last synced: 05 May 2024
https://github.com/sustainlab-group/SatMAE
Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"
Last synced: 05 May 2024
https://github.com/HaonanGuo/Remote-Sensing-ChatGPT
Chat with RS-ChatGPT and get the remote sensing interpretation results and the response!
Last synced: 05 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: 05 May 2024
https://github.com/bair-climate-initiative/scale-mae
Make your models invariant to changes in scale.
Last synced: 05 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: 05 May 2024
https://github.com/ServiceNow/seasonal-contrast
seasonal-contrast is a ServiceNow Research project that was started at Element AI.
Last synced: 05 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: 05 May 2024
https://github.com/ZhanYang-nwpu/RSVG-pytorch
RSVG: Exploring Data and Model for Visual Grounding on Remote Sensing Data, 2022
Last synced: 05 May 2024
https://github.com/danfenghong/IEEE_TPAMI_SpectralGPT
Hong, D., Zhang, B., Li, X., Li, Y., Li, C., Yao, J., Yokoya, N., Li, H., Ghamisi, P., Jia, X., Plaza, A. and Gamba, P., Benediktsson, J., Chanussot, J. (2024). SpectralGPT: Spectral remote sensing foundation model. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024. DOI:10.1109/TPAMI.2024.3362475.
Last synced: 05 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: 05 May 2024
https://github.com/sustainlab-group/geography-aware-ssl
Official Repository for ICCV 2021 Paper Titled as "Geography-Aware Self-Supervised Learning"
Last synced: 05 May 2024
https://github.com/NJU-LHRS/official-CMID
The official implementation of paper "Unified Self-Supervised Learning Framework for Remote Sensing Images".
Last synced: 05 May 2024
https://github.com/wangzhecheng/SkyScript
Official repo for "SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing"
Last synced: 05 May 2024
https://github.com/utkarshmall13/CACo
official code for CVPR 2023 paper 'Change-Aware Sampling and Contrastive Learning for Satellite Images'
Last synced: 05 May 2024
https://github.com/91097luke/phileo-bench
Repo for testing foundation models
Last synced: 05 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: 05 May 2024
https://github.com/NJU-LHRS/LHRS-Bot
VGI-Enhanced multimodal large language model for remote sensing images.
Last synced: 05 May 2024
https://github.com/khdlr/SoundingEarth
Self-supervised Audiovisual Representation Learning for Remote Sensing Data
Last synced: 05 May 2024
https://github.com/flyakon/Geographical-Knowledge-driven-Representaion-Learning
Last synced: 05 May 2024
https://github.com/zhu-xlab/FGMAE
Feature guided masked Autoencoder for self-supervised learning in remote sensing
Last synced: 05 May 2024
https://github.com/jonathan-roberts1/charting-new-territories
Accompanying repo for 'Charting New Territories: Exploring the Geographic and Geospatial Capabilities of Multimodal LLMs' project
Last synced: 05 May 2024
https://github.com/zhu-xlab/DINO-MM
Self-supervised vision transformers for joint SAR-optical representation learning
Last synced: 05 May 2024
https://github.com/aspiaspace/EarthPT
A time series foundation model for Earth Observation
earth-observation large-observation-model time-series transformer
Last synced: 05 May 2024
https://github.com/ZhanYang-nwpu/SkyEyeGPT
SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model
Last synced: 05 May 2024
https://github.com/isaaccorley/resize-is-all-you-need
The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"
Last synced: 05 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: 05 May 2024
https://github.com/antofuller/CROMA
Official repository of CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders (NeurIPS '23)
Last synced: 05 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: 05 May 2024
https://github.com/zhu-xlab/DeCUR
DeCUR: decoupling common & unique representations for multimodal self-supervision.
Last synced: 05 May 2024
https://github.com/toastyfrosty/map-sat
ControlEarth. Generate your own satellite images conditioned on maps.
Last synced: 05 May 2024
https://github.com/ZhAnGToNG1/transfer_learning_cspt
pytorch remote-sensing transfer-learning
Last synced: 05 May 2024
Statistics
- Projects: 46
- Last updated: about 2 months ago