Pinned Repositories
-_
3DUNetGSFormer
Here are the codes for the "3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks and Swin transformer" paper.
acquisition-time
Drawing (Satellite) acquisition dates in a timeline
activefire
Active fire detection and segmentation with CNN
adapt
Awesome Domain Adaptation Python Toolbox
AI-RemoteSensing
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
awesome-satellite-imagery-datasets
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
Generative_MLZSL
[TPAMI 2023] Generative Multi-Label Zero-Shot Learning
ML_surrogate_model_wildfires
ML surrogate model which combines ROM, LSTM and DA for dynamical systems such as wildfires
rongtongxueya's Repositories
rongtongxueya/Awesome-Open-Vocabulary-Semantic-Segmentation
A curated publication list on open vocabulary semantic segmentation and related area (e.g. zero-shot semantic segmentation) resources..
rongtongxueya/Awesome-Remote-Sensing-Multimodal-Large-Language-Model
Multimodal Large Language Model for Remote Sensing (Vision-Language)
rongtongxueya/buffer-of-thought-llm
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
rongtongxueya/CalFireMonitoring
Project on Monitoring with ongoing california wildfire
rongtongxueya/DDCAZSL
Code for Domain Confusion Alleviation for Generalized Zero-Shot Learning
rongtongxueya/deepxde
A library for scientific machine learning and physics-informed learning
rongtongxueya/DSECN
[CVPR2024] Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class Names
rongtongxueya/External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
rongtongxueya/flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
rongtongxueya/GeoChat
GeoChat, the first grounded Large Vision Language Model for Remote Sensing [CVPR 2024]
rongtongxueya/goes2go
Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.
rongtongxueya/igarss-spada
Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery
rongtongxueya/Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_DeepONets
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
rongtongxueya/MambaHSI
[TGRS2024] MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification
rongtongxueya/model
The Clay Foundation Model (in development)
rongtongxueya/OEM-Fewshot-Challenge
rongtongxueya/OmDet
Real-time and accurate open-vocabulary end-to-end object detection
rongtongxueya/PolSARFormer
This code is for the paper "Local Window Attention Transformer for Polarimetric SAR Image Classification" that is published in the IEEE Geoscience and Remote Sensing Letters journal.
rongtongxueya/PriViLege
[CVPR 2024] PriViLege: Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners
rongtongxueya/remote-sense-quickstart
rongtongxueya/Remote-Sensing-in-CVPR2024
rongtongxueya/Road-Network-Classification
rongtongxueya/RSAM-Seg
Code for RSAM-Seg
rongtongxueya/RSICC
Official LEVIR-CC dataset and Pytorch implementation for Remote Sensing Image Change Captioning With Dual-Branch Transformers: A New Method and a Large Scale Dataset
rongtongxueya/RSPrompter
This is the pytorch implement of our paper "RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model"
rongtongxueya/satmae_pp
Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)
rongtongxueya/SSL4EO-S12
SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
rongtongxueya/Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
rongtongxueya/trd
Official implementation of "Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships", NeurIPS 2023.
rongtongxueya/vision-lstm
xLSTM as Generic Vision Backbone