Stars
Pytorch implementation of Swin MAE https://arxiv.org/abs/2212.13805
ImageNet-1K data download, processing for using as a dataset
[ICML 2023] Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN
The official repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining"
[Official Repo] Visual Mamba: A Survey and New Outlooks
The official implementation of CMAE https://arxiv.org/abs/2207.13532 and https://ieeexplore.ieee.org/document/10330745
Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning"
[NeurIPS 2024 spotlight] Offical implementation of MSFA and release of SARDet_100K dataset for Large-Scale Synthetic Aperture Radar (SAR) Object Detection
A curated list of SAR detection, including datasets and codes (incoming).
[TGRS 2024] Co-training Transformer for Remote Sensing Image Classification, Segmentation and Detection.
[TGRS 2024] DecoupleNet: A Lightweight Backbone Network with Efficient Feature Decoupling for Remote Sensing Visual Tasks
OpenMMLab Pre-training Toolbox and Benchmark
[NeurIPS2024] Official Pytorch Implementation of SSA-Seg
This is the pytorch implement of our paper "RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model"
RSVG: Exploring Data and Model for Visual Grounding on Remote Sensing Data, 2022
Official implementation of the CVPR23 paper: Dynamic Coarse-to-Fine Learning for Oriented Tiny Object Detection
The official repo for [JSTARS'24] "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
YOLOv10: Real-Time End-to-End Object Detection [NeurIPS 2024]
Source code of paper "Remote Sensing Cross-Modal Image-Text Retrieval Based on Global and Local Information"
VMamba: Visual State Space Models，code is based on mamba