rongtongxueya

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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/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