Remote sensing
remote-sensing-sft-data
RSCoVLM: Co-Training Vision Language Models for Remote Sensing Multi-task Learning
Qingyun Li*
Shuran Ma*
Junwei Luo*
Yi Yu*
Yue Zhou
Fengxiang Wang
Xudong Lu
Xiaoxing Wang
Xin He
Yushi Chen
Xue Yang
If you find our work helpful, please consider giving us a ⭐!
ArXiv Paper: https://arxiv.org/abs/2511.21272
Published Paper: https://www.mdpi.com/2072-4292/18/2/222… See the full description on the dataset page: https://huggingface.co/datasets/Qingyun/remote-sensing-sft-data.remote_sensing_VQA_multilingual
Remote Sensing VQA — Multilingual
A multilingual counterfactual MCQ dataset built from remote sensing / satellite imagery.
Each row contains a satellite image, two captions (original vs counterfactual), and a multiple-choice question probing whether a VLM follows the image or the misleading text.
Languages
Language
Code
Rows
English
en
50
Hindi
hi
50
Urdu
ur
50
Telugu
te
50
Bahasa Indonesia
id
50
Columns
Column
Type… See the full description on the dataset page: https://huggingface.co/datasets/apart-global-south-hack/remote_sensing_VQA_multilingual.remote-sensing-VQA-benchmark
Adapting Multimodal Large Language Models to Domains via Post-Training (EMNLP 2025)
This repos contains the remote sensing visual instruction tasks for evaluating MLLMs in our paper: On Domain-Specific Post-Training for Multimodal Large Language Models.
The main project page is: Adapt-MLLM-to-Domains
1. Download Data
You can load datasets using the datasets library:
from datasets import load_dataset
# Choose the task name from the list of available tasks
task_name… See the full description on the dataset page: https://huggingface.co/datasets/AdaptLLM/remote-sensing-VQA-benchmark.remote-sensing-sample-library-manager
Remote Sensing Sample Library Manager
This repository contains a local desktop tool and its associated sample data for building remote-sensing element datasets from class-organized imagery and vector labels.
Contents
software/
dataset_filter_desktop_app/ # Tkinter desktop tool
data/
huanghekou_202508/ # full generated Huanghekou element dataset
huanghekou_202508_selected/ # selected subset generated by the tool… See the full description on the dataset page: https://huggingface.co/datasets/cuibinge/remote-sensing-sample-library-manager.ship_classification_2024_2025
Description
Collection of remotely sensed scenes of cropped boxes for the ship
detection project for Remote Sensing in Grenoble-INP ENSE3 2024/2025.
The boxes that contain or not are contained in the folders ship and
no_ship, respectively.
The related project is available at:
https://gricad-gitlab.univ-grenoble-alpes.fr/piconed/remote-sensing-projects-archive
in the folder projects/2024_2025/08_ship_detection
Credits
Hugo Fournier… See the full description on the dataset page: https://huggingface.co/datasets/remote-sensing-ense3-grenoble-inp/ship_classification_2024_2025.remote-sensing-change-detection
Remote Sensing Change Detection Dataset
For Chinese documentation, please see README_zh.md
Dataset Description
A specialized dataset for remote sensing change detection research, containing complete image processing pipeline and annotation information. This dataset includes 24 groups of registered and aligned remote sensing image samples, with each group containing 5 different types of image files and corresponding annotation files.
Dataset Features
Data… See the full description on the dataset page: https://huggingface.co/datasets/Mercyiris/remote-sensing-change-detection.