rongtongxueya's repositories
atmorep
AtmoRep model code
Awesome-Open-Vocabulary-Semantic-Segmentation
A curated publication list on open vocabulary semantic segmentation and related area (e.g. zero-shot semantic segmentation) resources..
Awesome-Remote-Sensing-Multimodal-Large-Language-Model
Multimodal Large Language Model for Remote Sensing (Vision-Language)
buffer-of-thought-llm
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
CalFireMonitoring
Project on Monitoring with ongoing california wildfire
deepxde
A library for scientific machine learning and physics-informed learning
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
GeoChat
GeoChat, the first grounded Large Vision Language Model for Remote Sensing [CVPR 2024]
google-research
Google Research
igarss-spada
Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery
Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_DeepONets
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
LibFewShot
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
LoveDA
[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
model
The Clay Foundation Model (in development)
OmDet
Real-time and accurate open-vocabulary end-to-end object detection
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.
PriViLege
[CVPR 2024] PriViLege: Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners
RSAM-Seg
Code for RSAM-Seg
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
RSPrompter
This is the pytorch implement of our paper "RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model"
satmae_pp
Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)
SSL4EO-S12
SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
trd
Official implementation of "Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships", NeurIPS 2023.
vision-lstm
xLSTM as Generic Vision Backbone